In this project, you'll use generative adversarial networks to generate new images of faces.
You'll be using two datasets in this project:
Since the celebA dataset is complex and you're doing GANs in a project for the first time, we want you to test your neural network on MNIST before CelebA. Running the GANs on MNIST will allow you to see how well your model trains sooner.
If you're using FloydHub, set data_dir to "/input" and use the FloydHub data ID "R5KrjnANiKVhLWAkpXhNBe".
data_dir = './data'
# FloydHub - Use with data ID "R5KrjnANiKVhLWAkpXhNBe"
#data_dir = '/input'
"""
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"""
import helper
helper.download_extract('mnist', data_dir)
helper.download_extract('celeba', data_dir)
Found mnist Data Found celeba Data
show_n_images = 25
"""
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"""
%matplotlib inline
import os
from glob import glob
from matplotlib import pyplot
mnist_images = helper.get_batch(glob(os.path.join(data_dir, 'mnist/*.jpg'))[:show_n_images], 28, 28, 'L')
pyplot.imshow(helper.images_square_grid(mnist_images, 'L'), cmap='gray')
<matplotlib.image.AxesImage at 0x7fefea054860>
The CelebFaces Attributes Dataset (CelebA) dataset contains over 200,000 celebrity images with annotations. Since you're going to be generating faces, you won't need the annotations. You can view the first number of examples by changing show_n_images.
show_n_images = 25
"""
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"""
mnist_images = helper.get_batch(glob(os.path.join(data_dir, 'img_align_celeba/*.jpg'))[:show_n_images], 28, 28, 'RGB')
pyplot.imshow(helper.images_square_grid(mnist_images, 'RGB'))
<matplotlib.image.AxesImage at 0x7fefe9f7ddd8>
Since the project's main focus is on building the GANs, we'll preprocess the data for you. The values of the MNIST and CelebA dataset will be in the range of -0.5 to 0.5 of 28x28 dimensional images. The CelebA images will be cropped to remove parts of the image that don't include a face, then resized down to 28x28.
The MNIST images are black and white images with a single color channel while the CelebA images have 3 color channels (RGB color channel).
You'll build the components necessary to build a GANs by implementing the following functions below:
model_inputsdiscriminatorgeneratormodel_lossmodel_opttrainThis will check to make sure you have the correct version of TensorFlow and access to a GPU
"""
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"""
from distutils.version import LooseVersion
import warnings
import tensorflow as tf
# Check TensorFlow Version
assert LooseVersion(tf.__version__) >= LooseVersion('1.0'), 'Please use TensorFlow version 1.0 or newer. You are using {}'.format(tf.__version__)
print('TensorFlow Version: {}'.format(tf.__version__))
# Check for a GPU
if not tf.test.gpu_device_name():
warnings.warn('No GPU found. Please use a GPU to train your neural network.')
else:
print('Default GPU Device: {}'.format(tf.test.gpu_device_name()))
TensorFlow Version: 1.1.0 Default GPU Device: /gpu:0
Implement the model_inputs function to create TF Placeholders for the Neural Network. It should create the following placeholders:
image_width, image_height, and image_channels.z_dim.Return the placeholders in the following the tuple (tensor of real input images, tensor of z data)
import problem_unittests as tests
import tensorflow as tf
def model_inputs(image_width, image_height, image_channels, z_dim):
"""
Create the model inputs
:param image_width: The input image width
:param image_height: The input image height
:param image_channels: The number of image channels
:param z_dim: The dimension of Z
:return: Tuple of (tensor of real input images, tensor of z data, learning rate)
"""
the_input = tf.placeholder(tf.float32, shape=[None, image_width, image_height, image_channels], name='input')
z_input = tf.placeholder(tf.float32, shape=[None, z_dim], name='z_input')
lr = tf.placeholder(tf.float32, shape=[], name='learning_rate')
return the_input, z_input, lr
"""
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"""
tests.test_model_inputs(model_inputs)
Tests Passed
Implement discriminator to create a discriminator neural network that discriminates on images. This function should be able to reuse the variables in the neural network. Use tf.variable_scope with a scope name of "discriminator" to allow the variables to be reused. The function should return a tuple of (tensor output of the discriminator, tensor logits of the discriminator).
def discriminator(images, reuse=False, n_units=128, alpha=0.2, drop_rate=0.25):
"""
Create the discriminator network
:param images: Tensor of input image(s)
:param reuse: Boolean if the weights should be reused
:return: Tuple of (tensor output of the discriminator, tensor logits of the discriminator)
"""
#Using DCGAN lesson as example
with tf.variable_scope('discriminator', reuse=reuse):
# Input layer is 28x28*(1 or 3)
x1 = tf.layers.conv2d(images, 64, 5, strides=2, kernel_initializer=tf.contrib.layers.xavier_initializer(), padding='same')
x1 = tf.layers.dropout(x1, rate=drop_rate)
relu1 = tf.maximum(alpha * x1, x1)
# 14x14x64
x2 = tf.layers.conv2d(relu1, 128, 5, strides=2, kernel_initializer=tf.contrib.layers.xavier_initializer(), padding='same')
x2 = tf.layers.dropout(x2, rate=drop_rate)
bn2 = tf.layers.batch_normalization(x2, training=True)
relu2 = tf.maximum(alpha * bn2, bn2)
# 7x7x128
x3 = tf.layers.conv2d(relu2, 256, 5, strides=2, kernel_initializer=tf.contrib.layers.xavier_initializer(), padding='same')
x3 = tf.layers.dropout(x3, rate=drop_rate)
bn3 = tf.layers.batch_normalization(x3, training=True)
relu3 = tf.maximum(alpha * bn3, bn3)
# 4x4x256
# Flatten it
flat = tf.reshape(relu3, (-1, 4*4*256))
logits = tf.layers.dense(flat, 1)
out = tf.sigmoid(logits)
return out, logits
"""
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"""
tests.test_discriminator(discriminator, tf)
Tests Passed
Implement generator to generate an image using z. This function should be able to reuse the variables in the neural network. Use tf.variable_scope with a scope name of "generator" to allow the variables to be reused. The function should return the generated 28 x 28 x out_channel_dim images.
def leaky_relu(x, alpha):
return tf.maximum(alpha * x, x)
def generator(z, out_dim, is_train=True, n_units=128, alpha=0.2):
"""
Create the generator network
:param z: Input z
:param out_channel_dim: The number of channels in the output image
:param is_train: Boolean if generator is being used for training
:return: The tensor output of the generator
"""
# Starting with code from DCGAN example
with tf.variable_scope('generator', reuse=(not is_train)):
# First fully connected layer
x1 = tf.layers.dense(z, 2*2*512)
# Reshape it to start the convolutional stack
x1 = tf.reshape(x1, (-1, 2, 2, 512))
x1 = tf.layers.batch_normalization(x1, training=is_train)
x1 = leaky_relu(x1, alpha)
#print(x1)
# 7x7x512 now
x2 = tf.layers.conv2d_transpose(x1, 256, 5, strides=2, padding='valid')
x2 = tf.layers.batch_normalization(x2, training=is_train)
x2 = leaky_relu(x2, alpha)
#print(x2)
# 14x14x256 now
x2 = tf.layers.conv2d_transpose(x2, 128, 5, strides=2, padding='same')
x2 = tf.layers.batch_normalization(x2, training=is_train)
x2 = leaky_relu(x2, alpha)
#print(x2)
logits = tf.layers.conv2d_transpose(x2, out_dim, 5, strides=2, padding='same')
#print(logits)
out = tf.tanh(logits)
return out
"""
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"""
tests.test_generator(generator, tf)
Tests Passed
Implement model_loss to build the GANs for training and calculate the loss. The function should return a tuple of (discriminator loss, generator loss). Use the following functions you implemented:
discriminator(images, reuse=False)generator(z, out_channel_dim, is_train=True)def model_loss(input_real, input_z, output_dim, smooth=0.1, alpha=0.2):
"""
Get the loss for the discriminator and generator
:param input_real: Images from the real dataset
:param input_z: Z input
:param out_channel_dim: The number of channels in the output image
:return: A tuple of (discriminator loss, generator loss)
"""
g_model = generator(input_z, output_dim, alpha=alpha)
d_model_real, d_logits_real = discriminator(input_real, alpha=alpha)
d_model_fake, d_logits_fake = discriminator(g_model, reuse=True, alpha=alpha)
d_loss_real = tf.reduce_mean(
tf.nn.sigmoid_cross_entropy_with_logits(logits=d_logits_real, labels=tf.ones_like(d_model_real)* (1-smooth)))
d_loss_fake = tf.reduce_mean(
tf.nn.sigmoid_cross_entropy_with_logits(logits=d_logits_fake, labels=tf.zeros_like(d_model_fake)))
g_loss = tf.reduce_mean(
tf.nn.sigmoid_cross_entropy_with_logits(logits=d_logits_fake, labels=tf.ones_like(d_model_fake)))
d_loss = d_loss_real + d_loss_fake
return d_loss, g_loss
"""
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"""
tests.test_model_loss(model_loss)
Tests Passed
Implement model_opt to create the optimization operations for the GANs. Use tf.trainable_variables to get all the trainable variables. Filter the variables with names that are in the discriminator and generator scope names. The function should return a tuple of (discriminator training operation, generator training operation).
def model_opt(d_loss, g_loss, learning_rate, beta1):
"""
Get optimization operations
:param d_loss: Discriminator loss Tensor
:param g_loss: Generator loss Tensor
:param learning_rate: Learning Rate Placeholder
:param beta1: The exponential decay rate for the 1st moment in the optimizer
:return: A tuple of (discriminator training operation, generator training operation)
"""
# Get weights and bias to update
t_vars = tf.trainable_variables()
d_vars = [var for var in t_vars if var.name.startswith('discriminator')]
g_vars = [var for var in t_vars if var.name.startswith('generator')]
# Optimize
with tf.control_dependencies(tf.get_collection(tf.GraphKeys.UPDATE_OPS)):
d_train_opt = tf.train.AdamOptimizer(learning_rate, beta1=beta1).minimize(d_loss, var_list=d_vars)
g_train_opt = tf.train.AdamOptimizer(learning_rate, beta1=beta1).minimize(g_loss, var_list=g_vars)
return d_train_opt, g_train_opt
"""
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"""
tests.test_model_opt(model_opt, tf)
Tests Passed
"""
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"""
import numpy as np
def show_generator_output(sess, n_images, input_z, out_channel_dim, image_mode):
"""
Show example output for the generator
:param sess: TensorFlow session
:param n_images: Number of Images to display
:param input_z: Input Z Tensor
:param out_channel_dim: The number of channels in the output image
:param image_mode: The mode to use for images ("RGB" or "L")
"""
cmap = None if image_mode == 'RGB' else 'gray'
z_dim = input_z.get_shape().as_list()[-1]
example_z = np.random.uniform(-1, 1, size=[n_images, z_dim])
samples = sess.run(
generator(input_z, out_channel_dim, False),
feed_dict={input_z: example_z})
images_grid = helper.images_square_grid(samples, image_mode)
pyplot.imshow(images_grid, cmap=cmap)
pyplot.show()
Implement train to build and train the GANs. Use the following functions you implemented:
model_inputs(image_width, image_height, image_channels, z_dim)model_loss(input_real, input_z, out_channel_dim)model_opt(d_loss, g_loss, learning_rate, beta1)Use the show_generator_output to show generator output while you train. Running show_generator_output for every batch will drastically increase training time and increase the size of the notebook. It's recommended to print the generator output every 100 batches.
def train(epoch_count, batch_size, z_dim, learning_rate, beta1, get_batches, data_shape, data_image_mode):
"""
Train the GAN
:param epoch_count: Number of epochs
:param batch_size: Batch Size
:param z_dim: Z dimension
:param learning_rate: Learning Rate
:param beta1: The exponential decay rate for the 1st moment in the optimizer
:param get_batches: Function to get batches
:param data_shape: Shape of the data
:param data_image_mode: The image mode to use for images ("RGB" or "L")
"""
# TODO: Build Model
losses = []
with tf.Session() as sess:
input_real, input_z, learning_rate_var = model_inputs(data_shape[1], data_shape[2], data_shape[3], z_dim)
count = 0;
d_loss, g_loss = model_loss(input_real, input_z, data_shape[3])
d_train_opt, g_train_opt = model_opt(d_loss, g_loss, learning_rate, beta1)
sess.run(tf.global_variables_initializer())
for epoch_i in range(epoch_count):
for batch_images in get_batches(batch_size):
# TODO: Train Model
batch_images = 2* batch_images
batch_z = np.random.uniform(-1,1, size=(batch_size, z_dim))
_ = sess.run(d_train_opt, feed_dict={input_real: batch_images, input_z: batch_z})
_ = sess.run(g_train_opt, feed_dict={input_z: batch_z, input_real: batch_images})
_ = sess.run(g_train_opt, feed_dict={input_z: batch_z, input_real: batch_images})
# At the end of each epoch, get the losses and print them out
#train_loss_d = sess.run(d_loss, {input_z: batch_z, input_real: batch_images})
train_loss_d = d_loss.eval({input_z: batch_z, input_real: batch_images})
train_loss_g = g_loss.eval({input_z: batch_z})
print("{} Epoch {}/{}...".format(count, epoch_i+1, epochs),
"Discriminator Loss: {:.4f}...".format(train_loss_d),
"Generator Loss: {:.4f}".format(train_loss_g))
# Save losses to view after training
losses.append((train_loss_d, train_loss_g))
if (count%100 == 0 ):
show_generator_output(sess, 25, input_z, data_shape[3], data_image_mode)
count = count + 1
Test your GANs architecture on MNIST. After 2 epochs, the GANs should be able to generate images that look like handwritten digits. Make sure the loss of the generator is lower than the loss of the discriminator or close to 0.
batch_size = 32
z_dim = 100
learning_rate = 0.0001
beta1 = 0.5
import helper
"""
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"""
epochs = 2
mnist_dataset = helper.Dataset('mnist', glob(os.path.join(data_dir, 'mnist/*.jpg')))
with tf.Graph().as_default():
train(epochs, batch_size, z_dim, learning_rate, beta1, mnist_dataset.get_batches,
mnist_dataset.shape, mnist_dataset.image_mode)
0 Epoch 1/2... Discriminator Loss: 5.8428... Generator Loss: 0.0050
1 Epoch 1/2... Discriminator Loss: 5.8558... Generator Loss: 0.0045 2 Epoch 1/2... Discriminator Loss: 5.3335... Generator Loss: 0.0080 3 Epoch 1/2... Discriminator Loss: 4.8543... Generator Loss: 0.0136 4 Epoch 1/2... Discriminator Loss: 4.3296... Generator Loss: 0.0272 5 Epoch 1/2... Discriminator Loss: 4.0698... Generator Loss: 0.0329 6 Epoch 1/2... Discriminator Loss: 3.6501... Generator Loss: 0.0479 7 Epoch 1/2... Discriminator Loss: 3.1622... Generator Loss: 0.0844 8 Epoch 1/2... Discriminator Loss: 2.7129... Generator Loss: 0.1374 9 Epoch 1/2... Discriminator Loss: 2.5775... Generator Loss: 0.1355 10 Epoch 1/2... Discriminator Loss: 2.6399... Generator Loss: 0.1488 11 Epoch 1/2... Discriminator Loss: 2.1220... Generator Loss: 0.2497 12 Epoch 1/2... Discriminator Loss: 1.9340... Generator Loss: 0.3186 13 Epoch 1/2... Discriminator Loss: 1.5254... Generator Loss: 0.4574 14 Epoch 1/2... Discriminator Loss: 1.6230... Generator Loss: 0.4370 15 Epoch 1/2... Discriminator Loss: 1.5236... Generator Loss: 0.4923 16 Epoch 1/2... Discriminator Loss: 1.4212... Generator Loss: 0.5193 17 Epoch 1/2... Discriminator Loss: 1.4735... Generator Loss: 0.5272 18 Epoch 1/2... Discriminator Loss: 1.4683... Generator Loss: 0.5203 19 Epoch 1/2... Discriminator Loss: 1.3883... Generator Loss: 0.6137 20 Epoch 1/2... Discriminator Loss: 1.3281... Generator Loss: 0.6337 21 Epoch 1/2... Discriminator Loss: 1.2247... Generator Loss: 0.8094 22 Epoch 1/2... Discriminator Loss: 1.2263... Generator Loss: 0.8103 23 Epoch 1/2... Discriminator Loss: 1.2628... Generator Loss: 0.6543 24 Epoch 1/2... Discriminator Loss: 1.8162... Generator Loss: 0.3673 25 Epoch 1/2... Discriminator Loss: 1.7047... Generator Loss: 0.4928 26 Epoch 1/2... Discriminator Loss: 1.6785... Generator Loss: 0.6625 27 Epoch 1/2... Discriminator Loss: 1.7256... Generator Loss: 0.5782 28 Epoch 1/2... Discriminator Loss: 1.8305... Generator Loss: 0.4373 29 Epoch 1/2... Discriminator Loss: 2.0512... Generator Loss: 0.3654 30 Epoch 1/2... Discriminator Loss: 2.3650... Generator Loss: 0.3456 31 Epoch 1/2... Discriminator Loss: 2.1759... Generator Loss: 0.4700 32 Epoch 1/2... Discriminator Loss: 2.3977... Generator Loss: 0.3667 33 Epoch 1/2... Discriminator Loss: 2.9786... Generator Loss: 0.2210 34 Epoch 1/2... Discriminator Loss: 2.9397... Generator Loss: 0.2779 35 Epoch 1/2... Discriminator Loss: 2.6530... Generator Loss: 0.3547 36 Epoch 1/2... Discriminator Loss: 3.3778... Generator Loss: 0.2450 37 Epoch 1/2... Discriminator Loss: 3.5054... Generator Loss: 0.2559 38 Epoch 1/2... Discriminator Loss: 3.1405... Generator Loss: 0.3047 39 Epoch 1/2... Discriminator Loss: 2.8889... Generator Loss: 0.4160 40 Epoch 1/2... Discriminator Loss: 2.8450... Generator Loss: 0.4097 41 Epoch 1/2... Discriminator Loss: 2.6774... Generator Loss: 0.4132 42 Epoch 1/2... Discriminator Loss: 2.4721... Generator Loss: 0.5286 43 Epoch 1/2... Discriminator Loss: 2.2264... Generator Loss: 0.5357 44 Epoch 1/2... Discriminator Loss: 1.9603... Generator Loss: 0.5869 45 Epoch 1/2... Discriminator Loss: 2.0582... Generator Loss: 0.4901 46 Epoch 1/2... Discriminator Loss: 1.9905... Generator Loss: 0.6236 47 Epoch 1/2... Discriminator Loss: 2.4197... Generator Loss: 0.4375 48 Epoch 1/2... Discriminator Loss: 3.0481... Generator Loss: 0.2413 49 Epoch 1/2... Discriminator Loss: 2.6567... Generator Loss: 0.5906 50 Epoch 1/2... Discriminator Loss: 2.2945... Generator Loss: 0.8341 51 Epoch 1/2... Discriminator Loss: 2.5991... Generator Loss: 0.3089 52 Epoch 1/2... Discriminator Loss: 1.5787... Generator Loss: 1.1202 53 Epoch 1/2... Discriminator Loss: 1.6682... Generator Loss: 0.6665 54 Epoch 1/2... Discriminator Loss: 1.6476... Generator Loss: 0.6240 55 Epoch 1/2... Discriminator Loss: 1.7715... Generator Loss: 0.5487 56 Epoch 1/2... Discriminator Loss: 2.2584... Generator Loss: 0.3520 57 Epoch 1/2... Discriminator Loss: 1.8609... Generator Loss: 1.3154 58 Epoch 1/2... Discriminator Loss: 1.6683... Generator Loss: 0.8251 59 Epoch 1/2... Discriminator Loss: 1.4432... Generator Loss: 0.7380 60 Epoch 1/2... Discriminator Loss: 1.2741... Generator Loss: 0.9169 61 Epoch 1/2... Discriminator Loss: 1.4345... Generator Loss: 0.7894 62 Epoch 1/2... Discriminator Loss: 1.1619... Generator Loss: 1.1804 63 Epoch 1/2... Discriminator Loss: 1.4480... Generator Loss: 0.7269 64 Epoch 1/2... Discriminator Loss: 1.2000... Generator Loss: 0.8985 65 Epoch 1/2... Discriminator Loss: 1.4320... Generator Loss: 0.8640 66 Epoch 1/2... Discriminator Loss: 1.8640... Generator Loss: 0.4932 67 Epoch 1/2... Discriminator Loss: 1.4303... Generator Loss: 1.0356 68 Epoch 1/2... Discriminator Loss: 1.2727... Generator Loss: 1.1165 69 Epoch 1/2... Discriminator Loss: 1.1528... Generator Loss: 0.9406 70 Epoch 1/2... Discriminator Loss: 1.5634... Generator Loss: 0.5375 71 Epoch 1/2... Discriminator Loss: 1.0765... Generator Loss: 1.3939 72 Epoch 1/2... Discriminator Loss: 1.1137... Generator Loss: 1.0688 73 Epoch 1/2... Discriminator Loss: 1.4139... Generator Loss: 0.5496 74 Epoch 1/2... Discriminator Loss: 1.0870... Generator Loss: 1.3878 75 Epoch 1/2... Discriminator Loss: 1.1986... Generator Loss: 0.9962 76 Epoch 1/2... Discriminator Loss: 1.2346... Generator Loss: 0.8175 77 Epoch 1/2... Discriminator Loss: 1.0564... Generator Loss: 1.2442 78 Epoch 1/2... Discriminator Loss: 1.1495... Generator Loss: 0.9762 79 Epoch 1/2... Discriminator Loss: 1.2157... Generator Loss: 0.8294 80 Epoch 1/2... Discriminator Loss: 1.0736... Generator Loss: 1.2553 81 Epoch 1/2... Discriminator Loss: 1.2451... Generator Loss: 0.9399 82 Epoch 1/2... Discriminator Loss: 1.2045... Generator Loss: 0.9277 83 Epoch 1/2... Discriminator Loss: 0.9595... Generator Loss: 1.4735 84 Epoch 1/2... Discriminator Loss: 1.1479... Generator Loss: 0.9752 85 Epoch 1/2... Discriminator Loss: 1.2079... Generator Loss: 0.9238 86 Epoch 1/2... Discriminator Loss: 1.2397... Generator Loss: 0.9998 87 Epoch 1/2... Discriminator Loss: 1.1583... Generator Loss: 1.1947 88 Epoch 1/2... Discriminator Loss: 1.3986... Generator Loss: 0.7225 89 Epoch 1/2... Discriminator Loss: 1.0037... Generator Loss: 1.5468 90 Epoch 1/2... Discriminator Loss: 0.9905... Generator Loss: 1.2794 91 Epoch 1/2... Discriminator Loss: 0.9500... Generator Loss: 1.2840 92 Epoch 1/2... Discriminator Loss: 1.0716... Generator Loss: 1.0114 93 Epoch 1/2... Discriminator Loss: 1.4552... Generator Loss: 0.6084 94 Epoch 1/2... Discriminator Loss: 1.1833... Generator Loss: 1.5170 95 Epoch 1/2... Discriminator Loss: 0.9675... Generator Loss: 1.4417 96 Epoch 1/2... Discriminator Loss: 1.1778... Generator Loss: 0.8071 97 Epoch 1/2... Discriminator Loss: 1.0880... Generator Loss: 0.9948 98 Epoch 1/2... Discriminator Loss: 1.0515... Generator Loss: 1.4228 99 Epoch 1/2... Discriminator Loss: 1.3560... Generator Loss: 0.7907 100 Epoch 1/2... Discriminator Loss: 0.9219... Generator Loss: 1.7619
101 Epoch 1/2... Discriminator Loss: 0.9139... Generator Loss: 1.6169 102 Epoch 1/2... Discriminator Loss: 0.7276... Generator Loss: 1.6573 103 Epoch 1/2... Discriminator Loss: 0.6222... Generator Loss: 1.8212 104 Epoch 1/2... Discriminator Loss: 0.7101... Generator Loss: 1.5736 105 Epoch 1/2... Discriminator Loss: 0.7633... Generator Loss: 1.3688 106 Epoch 1/2... Discriminator Loss: 0.8317... Generator Loss: 1.3843 107 Epoch 1/2... Discriminator Loss: 0.8738... Generator Loss: 1.5818 108 Epoch 1/2... Discriminator Loss: 0.9303... Generator Loss: 1.1385 109 Epoch 1/2... Discriminator Loss: 0.9845... Generator Loss: 1.0538 110 Epoch 1/2... Discriminator Loss: 0.9395... Generator Loss: 1.5504 111 Epoch 1/2... Discriminator Loss: 0.9328... Generator Loss: 1.2560 112 Epoch 1/2... Discriminator Loss: 0.8581... Generator Loss: 1.2659 113 Epoch 1/2... Discriminator Loss: 0.7479... Generator Loss: 1.6958 114 Epoch 1/2... Discriminator Loss: 0.7713... Generator Loss: 1.4748 115 Epoch 1/2... Discriminator Loss: 0.9288... Generator Loss: 1.0675 116 Epoch 1/2... Discriminator Loss: 0.8499... Generator Loss: 1.6192 117 Epoch 1/2... Discriminator Loss: 0.6890... Generator Loss: 2.0997 118 Epoch 1/2... Discriminator Loss: 0.6274... Generator Loss: 1.9831 119 Epoch 1/2... Discriminator Loss: 0.7159... Generator Loss: 1.5352 120 Epoch 1/2... Discriminator Loss: 0.5912... Generator Loss: 1.9342 121 Epoch 1/2... Discriminator Loss: 0.7755... Generator Loss: 1.6535 122 Epoch 1/2... Discriminator Loss: 0.5904... Generator Loss: 1.9888 123 Epoch 1/2... Discriminator Loss: 0.7177... Generator Loss: 1.8679 124 Epoch 1/2... Discriminator Loss: 0.9048... Generator Loss: 1.2964 125 Epoch 1/2... Discriminator Loss: 0.7098... Generator Loss: 1.7165 126 Epoch 1/2... Discriminator Loss: 0.6833... Generator Loss: 1.8909 127 Epoch 1/2... Discriminator Loss: 0.7519... Generator Loss: 1.4271 128 Epoch 1/2... Discriminator Loss: 1.0279... Generator Loss: 0.9239 129 Epoch 1/2... 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Discriminator Loss: 0.6632... Generator Loss: 1.7963 158 Epoch 1/2... Discriminator Loss: 0.5487... Generator Loss: 2.2619 159 Epoch 1/2... Discriminator Loss: 0.5443... Generator Loss: 2.2471 160 Epoch 1/2... Discriminator Loss: 0.5938... Generator Loss: 1.9471 161 Epoch 1/2... Discriminator Loss: 0.5463... Generator Loss: 2.0558 162 Epoch 1/2... Discriminator Loss: 0.5977... Generator Loss: 2.0268 163 Epoch 1/2... Discriminator Loss: 0.6029... Generator Loss: 1.7868 164 Epoch 1/2... Discriminator Loss: 0.7914... Generator Loss: 1.3554 165 Epoch 1/2... Discriminator Loss: 0.8375... Generator Loss: 1.3648 166 Epoch 1/2... Discriminator Loss: 0.8564... Generator Loss: 1.4389 167 Epoch 1/2... Discriminator Loss: 1.0352... Generator Loss: 0.9845 168 Epoch 1/2... Discriminator Loss: 1.0962... Generator Loss: 1.0870 169 Epoch 1/2... Discriminator Loss: 0.9998... Generator Loss: 1.5402 170 Epoch 1/2... Discriminator Loss: 1.0108... Generator Loss: 1.3787 171 Epoch 1/2... 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Generator Loss: 0.8682 1015 Epoch 1/2... Discriminator Loss: 1.3047... Generator Loss: 0.7355 1016 Epoch 1/2... Discriminator Loss: 1.3038... Generator Loss: 1.0573 1017 Epoch 1/2... Discriminator Loss: 1.2011... Generator Loss: 0.8133 1018 Epoch 1/2... Discriminator Loss: 1.1315... Generator Loss: 0.9705 1019 Epoch 1/2... Discriminator Loss: 1.2862... Generator Loss: 0.6879 1020 Epoch 1/2... Discriminator Loss: 1.2629... Generator Loss: 1.2850 1021 Epoch 1/2... Discriminator Loss: 1.3304... Generator Loss: 0.5891 1022 Epoch 1/2... Discriminator Loss: 1.2777... Generator Loss: 0.8347 1023 Epoch 1/2... Discriminator Loss: 1.0154... Generator Loss: 1.1725 1024 Epoch 1/2... Discriminator Loss: 1.2738... Generator Loss: 0.5736 1025 Epoch 1/2... Discriminator Loss: 1.1394... Generator Loss: 1.3678 1026 Epoch 1/2... Discriminator Loss: 1.3382... Generator Loss: 0.6708 1027 Epoch 1/2... Discriminator Loss: 1.2690... Generator Loss: 0.9066 1028 Epoch 1/2... Discriminator Loss: 1.2508... Generator Loss: 0.6676 1029 Epoch 1/2... Discriminator Loss: 1.2430... Generator Loss: 0.9126 1030 Epoch 1/2... Discriminator Loss: 1.2374... Generator Loss: 0.9083 1031 Epoch 1/2... Discriminator Loss: 1.1969... Generator Loss: 0.8225 1032 Epoch 1/2... Discriminator Loss: 1.3146... Generator Loss: 0.6151 1033 Epoch 1/2... Discriminator Loss: 1.1036... Generator Loss: 1.6387 1034 Epoch 1/2... Discriminator Loss: 1.0865... Generator Loss: 0.8590 1035 Epoch 1/2... Discriminator Loss: 1.3369... Generator Loss: 0.6289 1036 Epoch 1/2... Discriminator Loss: 1.1942... Generator Loss: 1.5112 1037 Epoch 1/2... Discriminator Loss: 1.3997... Generator Loss: 0.5242 1038 Epoch 1/2... Discriminator Loss: 1.1684... Generator Loss: 1.2240 1039 Epoch 1/2... Discriminator Loss: 1.1113... Generator Loss: 0.8849 1040 Epoch 1/2... Discriminator Loss: 1.4994... Generator Loss: 0.4709 1041 Epoch 1/2... Discriminator Loss: 1.6044... Generator Loss: 1.4931 1042 Epoch 1/2... Discriminator Loss: 1.5812... Generator Loss: 0.4011 1043 Epoch 1/2... Discriminator Loss: 1.3174... Generator Loss: 0.9283 1044 Epoch 1/2... Discriminator Loss: 1.2063... Generator Loss: 1.0775 1045 Epoch 1/2... Discriminator Loss: 1.3728... Generator Loss: 0.6064 1046 Epoch 1/2... Discriminator Loss: 1.1952... Generator Loss: 0.8821 1047 Epoch 1/2... Discriminator Loss: 1.1600... Generator Loss: 0.9569 1048 Epoch 1/2... Discriminator Loss: 1.1970... Generator Loss: 0.6892 1049 Epoch 1/2... Discriminator Loss: 1.2428... Generator Loss: 0.8367 1050 Epoch 1/2... Discriminator Loss: 1.2713... Generator Loss: 0.9071 1051 Epoch 1/2... Discriminator Loss: 1.3102... Generator Loss: 0.6629 1052 Epoch 1/2... Discriminator Loss: 1.3069... Generator Loss: 0.7444 1053 Epoch 1/2... Discriminator Loss: 1.2815... Generator Loss: 0.8109 1054 Epoch 1/2... Discriminator Loss: 1.3634... Generator Loss: 0.7607 1055 Epoch 1/2... Discriminator Loss: 1.2218... Generator Loss: 0.8345 1056 Epoch 1/2... Discriminator Loss: 1.1983... Generator Loss: 0.7817 1057 Epoch 1/2... Discriminator Loss: 1.2517... Generator Loss: 0.6467 1058 Epoch 1/2... Discriminator Loss: 1.3335... Generator Loss: 1.1589 1059 Epoch 1/2... Discriminator Loss: 1.4416... Generator Loss: 0.4597 1060 Epoch 1/2... Discriminator Loss: 1.2956... Generator Loss: 0.9668 1061 Epoch 1/2... Discriminator Loss: 1.1847... Generator Loss: 1.0001 1062 Epoch 1/2... Discriminator Loss: 1.5116... Generator Loss: 0.4524 1063 Epoch 1/2... Discriminator Loss: 1.2956... Generator Loss: 1.4826 1064 Epoch 1/2... Discriminator Loss: 1.4737... Generator Loss: 0.4768 1065 Epoch 1/2... Discriminator Loss: 1.2795... Generator Loss: 0.8614 1066 Epoch 1/2... Discriminator Loss: 1.2247... Generator Loss: 0.8047 1067 Epoch 1/2... Discriminator Loss: 1.2291... Generator Loss: 0.9084 1068 Epoch 1/2... Discriminator Loss: 1.4207... Generator Loss: 0.5551 1069 Epoch 1/2... Discriminator Loss: 1.2210... Generator Loss: 0.9537 1070 Epoch 1/2... Discriminator Loss: 1.0667... Generator Loss: 0.9311 1071 Epoch 1/2... Discriminator Loss: 1.2102... Generator Loss: 0.6684 1072 Epoch 1/2... Discriminator Loss: 1.2552... Generator Loss: 0.8773 1073 Epoch 1/2... Discriminator Loss: 1.0595... Generator Loss: 1.0350 1074 Epoch 1/2... Discriminator Loss: 1.2740... Generator Loss: 0.6738 1075 Epoch 1/2... Discriminator Loss: 1.1519... Generator Loss: 0.8703 1076 Epoch 1/2... Discriminator Loss: 1.3156... Generator Loss: 0.8833 1077 Epoch 1/2... Discriminator Loss: 1.2543... Generator Loss: 0.7124 1078 Epoch 1/2... Discriminator Loss: 1.1054... Generator Loss: 1.1492 1079 Epoch 1/2... Discriminator Loss: 1.2131... Generator Loss: 0.6934 1080 Epoch 1/2... Discriminator Loss: 1.1419... Generator Loss: 1.1278 1081 Epoch 1/2... Discriminator Loss: 1.2574... Generator Loss: 0.6257 1082 Epoch 1/2... Discriminator Loss: 1.1316... Generator Loss: 1.1020 1083 Epoch 1/2... Discriminator Loss: 1.3527... Generator Loss: 0.5878 1084 Epoch 1/2... Discriminator Loss: 1.2167... Generator Loss: 1.2385 1085 Epoch 1/2... Discriminator Loss: 1.2516... Generator Loss: 0.6712 1086 Epoch 1/2... Discriminator Loss: 1.2240... Generator Loss: 0.8135 1087 Epoch 1/2... Discriminator Loss: 1.2077... Generator Loss: 0.8631 1088 Epoch 1/2... Discriminator Loss: 1.5400... Generator Loss: 0.4554 1089 Epoch 1/2... Discriminator Loss: 1.1960... Generator Loss: 1.3315 1090 Epoch 1/2... Discriminator Loss: 1.5790... Generator Loss: 0.3999 1091 Epoch 1/2... Discriminator Loss: 1.2642... Generator Loss: 1.4613 1092 Epoch 1/2... Discriminator Loss: 1.3944... Generator Loss: 0.5579 1093 Epoch 1/2... Discriminator Loss: 1.3131... Generator Loss: 0.7666 1094 Epoch 1/2... Discriminator Loss: 1.2517... Generator Loss: 1.1824 1095 Epoch 1/2... Discriminator Loss: 1.2579... Generator Loss: 0.7297 1096 Epoch 1/2... Discriminator Loss: 1.3062... Generator Loss: 0.6481 1097 Epoch 1/2... Discriminator Loss: 1.1772... Generator Loss: 1.0103 1098 Epoch 1/2... Discriminator Loss: 1.4280... Generator Loss: 0.5732 1099 Epoch 1/2... Discriminator Loss: 1.2333... Generator Loss: 1.0629 1100 Epoch 1/2... Discriminator Loss: 1.3147... Generator Loss: 0.6120
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Generator Loss: 1.1677 1115 Epoch 1/2... Discriminator Loss: 1.2543... Generator Loss: 0.7183 1116 Epoch 1/2... Discriminator Loss: 1.2846... Generator Loss: 0.6370 1117 Epoch 1/2... Discriminator Loss: 1.2308... Generator Loss: 0.9681 1118 Epoch 1/2... Discriminator Loss: 1.4950... Generator Loss: 0.4575 1119 Epoch 1/2... Discriminator Loss: 1.2951... Generator Loss: 1.4963 1120 Epoch 1/2... Discriminator Loss: 1.2576... Generator Loss: 0.6427 1121 Epoch 1/2... Discriminator Loss: 1.2831... Generator Loss: 0.6355 1122 Epoch 1/2... Discriminator Loss: 1.2063... Generator Loss: 1.1026 1123 Epoch 1/2... Discriminator Loss: 1.2150... Generator Loss: 0.7621 1124 Epoch 1/2... Discriminator Loss: 1.3521... Generator Loss: 0.5535 1125 Epoch 1/2... Discriminator Loss: 1.2180... Generator Loss: 1.1315 1126 Epoch 1/2... Discriminator Loss: 1.2189... Generator Loss: 0.7653 1127 Epoch 1/2... Discriminator Loss: 1.2921... Generator Loss: 0.7366 1128 Epoch 1/2... Discriminator Loss: 1.2707... Generator Loss: 1.1168 1129 Epoch 1/2... Discriminator Loss: 1.3995... Generator Loss: 0.4883 1130 Epoch 1/2... Discriminator Loss: 1.2160... Generator Loss: 0.9729 1131 Epoch 1/2... Discriminator Loss: 1.4297... Generator Loss: 0.8107 1132 Epoch 1/2... Discriminator Loss: 1.5962... Generator Loss: 0.3998 1133 Epoch 1/2... Discriminator Loss: 1.3469... Generator Loss: 1.5575 1134 Epoch 1/2... Discriminator Loss: 1.3657... Generator Loss: 0.5619 1135 Epoch 1/2... Discriminator Loss: 1.2888... Generator Loss: 0.6420 1136 Epoch 1/2... Discriminator Loss: 1.2520... Generator Loss: 1.0315 1137 Epoch 1/2... Discriminator Loss: 1.3333... Generator Loss: 0.5940 1138 Epoch 1/2... Discriminator Loss: 1.0505... Generator Loss: 1.0235 1139 Epoch 1/2... Discriminator Loss: 1.1762... Generator Loss: 0.8193 1140 Epoch 1/2... Discriminator Loss: 1.4492... Generator Loss: 0.5463 1141 Epoch 1/2... Discriminator Loss: 1.3534... Generator Loss: 1.5253 1142 Epoch 1/2... Discriminator Loss: 1.3643... Generator Loss: 0.5160 1143 Epoch 1/2... Discriminator Loss: 1.1738... Generator Loss: 0.9425 1144 Epoch 1/2... Discriminator Loss: 1.3548... Generator Loss: 0.7286 1145 Epoch 1/2... Discriminator Loss: 1.4400... Generator Loss: 0.5735 1146 Epoch 1/2... Discriminator Loss: 1.3448... Generator Loss: 0.9109 1147 Epoch 1/2... Discriminator Loss: 1.2896... Generator Loss: 0.7316 1148 Epoch 1/2... Discriminator Loss: 1.2818... Generator Loss: 0.6987 1149 Epoch 1/2... Discriminator Loss: 1.2299... Generator Loss: 0.8482 1150 Epoch 1/2... Discriminator Loss: 1.4338... Generator Loss: 0.4955 1151 Epoch 1/2... Discriminator Loss: 1.2008... Generator Loss: 1.3189 1152 Epoch 1/2... Discriminator Loss: 1.1958... Generator Loss: 0.7528 1153 Epoch 1/2... Discriminator Loss: 1.2965... Generator Loss: 0.7340 1154 Epoch 1/2... Discriminator Loss: 1.2791... Generator Loss: 1.1260 1155 Epoch 1/2... Discriminator Loss: 1.3646... Generator Loss: 0.5316 1156 Epoch 1/2... Discriminator Loss: 1.3201... Generator Loss: 1.3064 1157 Epoch 1/2... Discriminator Loss: 1.2571... Generator Loss: 0.7121 1158 Epoch 1/2... Discriminator Loss: 1.2970... Generator Loss: 0.6401 1159 Epoch 1/2... Discriminator Loss: 1.2687... Generator Loss: 1.2271 1160 Epoch 1/2... Discriminator Loss: 1.4107... Generator Loss: 0.5427 1161 Epoch 1/2... Discriminator Loss: 1.3441... Generator Loss: 0.7071 1162 Epoch 1/2... Discriminator Loss: 1.2861... Generator Loss: 1.1741 1163 Epoch 1/2... Discriminator Loss: 1.4456... Generator Loss: 0.4603 1164 Epoch 1/2... Discriminator Loss: 1.2569... Generator Loss: 0.9956 1165 Epoch 1/2... Discriminator Loss: 1.2166... Generator Loss: 0.7140 1166 Epoch 1/2... Discriminator Loss: 1.4410... Generator Loss: 0.5854 1167 Epoch 1/2... Discriminator Loss: 1.1030... Generator Loss: 0.9713 1168 Epoch 1/2... Discriminator Loss: 1.2483... Generator Loss: 0.7402 1169 Epoch 1/2... Discriminator Loss: 1.1636... Generator Loss: 0.8297 1170 Epoch 1/2... Discriminator Loss: 1.2662... Generator Loss: 0.7113 1171 Epoch 1/2... Discriminator Loss: 1.2366... Generator Loss: 1.2101 1172 Epoch 1/2... Discriminator Loss: 1.3838... Generator Loss: 0.5159 1173 Epoch 1/2... Discriminator Loss: 1.3020... Generator Loss: 0.9466 1174 Epoch 1/2... Discriminator Loss: 1.2295... Generator Loss: 0.8558 1175 Epoch 1/2... Discriminator Loss: 1.3006... Generator Loss: 0.6261 1176 Epoch 1/2... Discriminator Loss: 1.1836... Generator Loss: 1.0164 1177 Epoch 1/2... Discriminator Loss: 1.2053... Generator Loss: 0.7802 1178 Epoch 1/2... Discriminator Loss: 1.2194... Generator Loss: 0.6678 1179 Epoch 1/2... Discriminator Loss: 1.3699... Generator Loss: 0.8300 1180 Epoch 1/2... Discriminator Loss: 1.2790... Generator Loss: 0.8461 1181 Epoch 1/2... Discriminator Loss: 1.3075... Generator Loss: 0.6899 1182 Epoch 1/2... Discriminator Loss: 1.2242... Generator Loss: 0.7236 1183 Epoch 1/2... Discriminator Loss: 1.3383... Generator Loss: 1.1331 1184 Epoch 1/2... Discriminator Loss: 1.2611... Generator Loss: 0.6058 1185 Epoch 1/2... Discriminator Loss: 1.2818... Generator Loss: 0.8026 1186 Epoch 1/2... Discriminator Loss: 1.2703... Generator Loss: 0.7776 1187 Epoch 1/2... Discriminator Loss: 1.3762... Generator Loss: 0.6173 1188 Epoch 1/2... Discriminator Loss: 1.3449... Generator Loss: 0.9022 1189 Epoch 1/2... Discriminator Loss: 1.2566... Generator Loss: 0.7291 1190 Epoch 1/2... Discriminator Loss: 1.1446... Generator Loss: 0.9719 1191 Epoch 1/2... Discriminator Loss: 1.3558... Generator Loss: 0.5741 1192 Epoch 1/2... Discriminator Loss: 1.2415... Generator Loss: 1.1502 1193 Epoch 1/2... Discriminator Loss: 1.5270... Generator Loss: 0.4034 1194 Epoch 1/2... Discriminator Loss: 1.4095... Generator Loss: 1.2874 1195 Epoch 1/2... Discriminator Loss: 1.3498... Generator Loss: 0.6014 1196 Epoch 1/2... Discriminator Loss: 1.2895... Generator Loss: 0.6882 1197 Epoch 1/2... Discriminator Loss: 1.4186... Generator Loss: 0.6311 1198 Epoch 1/2... Discriminator Loss: 1.2287... 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Generator Loss: 0.4238 1215 Epoch 1/2... Discriminator Loss: 1.2623... Generator Loss: 0.9637 1216 Epoch 1/2... Discriminator Loss: 1.3858... Generator Loss: 0.6077 1217 Epoch 1/2... Discriminator Loss: 1.3400... Generator Loss: 0.6584 1218 Epoch 1/2... Discriminator Loss: 1.2389... Generator Loss: 1.0944 1219 Epoch 1/2... Discriminator Loss: 1.3183... Generator Loss: 0.5771 1220 Epoch 1/2... Discriminator Loss: 1.2887... Generator Loss: 0.8504 1221 Epoch 1/2... Discriminator Loss: 1.2957... Generator Loss: 0.6445 1222 Epoch 1/2... Discriminator Loss: 1.2104... Generator Loss: 1.2230 1223 Epoch 1/2... Discriminator Loss: 1.1012... Generator Loss: 0.8451 1224 Epoch 1/2... Discriminator Loss: 1.2767... Generator Loss: 0.6695 1225 Epoch 1/2... Discriminator Loss: 1.2573... Generator Loss: 0.8597 1226 Epoch 1/2... Discriminator Loss: 1.3656... Generator Loss: 0.6303 1227 Epoch 1/2... Discriminator Loss: 1.3138... Generator Loss: 1.0268 1228 Epoch 1/2... Discriminator Loss: 1.5472... 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Generator Loss: 0.6304 1285 Epoch 1/2... Discriminator Loss: 1.2741... Generator Loss: 1.0091 1286 Epoch 1/2... Discriminator Loss: 1.1472... Generator Loss: 0.8721 1287 Epoch 1/2... Discriminator Loss: 1.2490... Generator Loss: 0.7000 1288 Epoch 1/2... Discriminator Loss: 1.2342... Generator Loss: 0.8845 1289 Epoch 1/2... Discriminator Loss: 1.2985... Generator Loss: 0.6554 1290 Epoch 1/2... Discriminator Loss: 1.1406... Generator Loss: 0.9913 1291 Epoch 1/2... Discriminator Loss: 1.1598... Generator Loss: 0.8746 1292 Epoch 1/2... Discriminator Loss: 1.2678... Generator Loss: 0.6180 1293 Epoch 1/2... Discriminator Loss: 1.1546... Generator Loss: 1.1068 1294 Epoch 1/2... Discriminator Loss: 1.2691... Generator Loss: 0.7087 1295 Epoch 1/2... Discriminator Loss: 1.2347... Generator Loss: 0.7473 1296 Epoch 1/2... Discriminator Loss: 1.0783... Generator Loss: 1.2623 1297 Epoch 1/2... Discriminator Loss: 1.2299... Generator Loss: 0.6492 1298 Epoch 1/2... Discriminator Loss: 1.2579... 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Generator Loss: 1.0135 1329 Epoch 1/2... Discriminator Loss: 1.2455... Generator Loss: 0.7169 1330 Epoch 1/2... Discriminator Loss: 1.2812... Generator Loss: 0.6767 1331 Epoch 1/2... Discriminator Loss: 1.3680... Generator Loss: 0.8290 1332 Epoch 1/2... Discriminator Loss: 1.2795... Generator Loss: 0.6023 1333 Epoch 1/2... Discriminator Loss: 1.2140... Generator Loss: 1.0436 1334 Epoch 1/2... Discriminator Loss: 1.4490... Generator Loss: 0.5369 1335 Epoch 1/2... Discriminator Loss: 1.2823... Generator Loss: 1.2693 1336 Epoch 1/2... Discriminator Loss: 1.5415... Generator Loss: 0.4265 1337 Epoch 1/2... Discriminator Loss: 1.2584... Generator Loss: 0.8298 1338 Epoch 1/2... Discriminator Loss: 1.1982... Generator Loss: 0.8837 1339 Epoch 1/2... Discriminator Loss: 1.2792... Generator Loss: 0.6145 1340 Epoch 1/2... Discriminator Loss: 1.1525... Generator Loss: 0.9942 1341 Epoch 1/2... Discriminator Loss: 1.3182... Generator Loss: 0.6581 1342 Epoch 1/2... Discriminator Loss: 1.3316... Generator Loss: 0.6230 1343 Epoch 1/2... Discriminator Loss: 1.1937... Generator Loss: 0.9060 1344 Epoch 1/2... Discriminator Loss: 1.2905... Generator Loss: 0.6522 1345 Epoch 1/2... Discriminator Loss: 1.2674... Generator Loss: 0.9525 1346 Epoch 1/2... Discriminator Loss: 1.2192... Generator Loss: 0.6740 1347 Epoch 1/2... Discriminator Loss: 1.2676... Generator Loss: 0.8711 1348 Epoch 1/2... Discriminator Loss: 1.4553... Generator Loss: 0.5109 1349 Epoch 1/2... Discriminator Loss: 1.3049... Generator Loss: 1.0604 1350 Epoch 1/2... Discriminator Loss: 1.4188... Generator Loss: 0.4917 1351 Epoch 1/2... Discriminator Loss: 1.3604... Generator Loss: 0.9582 1352 Epoch 1/2... Discriminator Loss: 1.3246... Generator Loss: 0.6134 1353 Epoch 1/2... Discriminator Loss: 1.2957... Generator Loss: 0.6555 1354 Epoch 1/2... Discriminator Loss: 1.2202... Generator Loss: 1.2265 1355 Epoch 1/2... Discriminator Loss: 1.5199... Generator Loss: 0.4519 1356 Epoch 1/2... Discriminator Loss: 1.2185... Generator Loss: 1.0194 1357 Epoch 1/2... Discriminator Loss: 1.3684... Generator Loss: 0.5965 1358 Epoch 1/2... Discriminator Loss: 1.3648... Generator Loss: 0.6649 1359 Epoch 1/2... Discriminator Loss: 1.4772... Generator Loss: 0.6297 1360 Epoch 1/2... Discriminator Loss: 1.1456... Generator Loss: 1.1033 1361 Epoch 1/2... Discriminator Loss: 1.4015... Generator Loss: 0.4998 1362 Epoch 1/2... Discriminator Loss: 1.3248... Generator Loss: 1.2113 1363 Epoch 1/2... Discriminator Loss: 1.4467... Generator Loss: 0.4937 1364 Epoch 1/2... Discriminator Loss: 1.2184... Generator Loss: 0.8946 1365 Epoch 1/2... Discriminator Loss: 1.2653... Generator Loss: 1.0867 1366 Epoch 1/2... Discriminator Loss: 1.5464... Generator Loss: 0.4223 1367 Epoch 1/2... Discriminator Loss: 1.3817... Generator Loss: 1.0429 1368 Epoch 1/2... Discriminator Loss: 1.3620... Generator Loss: 0.6517 1369 Epoch 1/2... Discriminator Loss: 1.4167... Generator Loss: 0.5723 1370 Epoch 1/2... Discriminator Loss: 1.4189... Generator Loss: 0.9987 1371 Epoch 1/2... Discriminator Loss: 1.3775... Generator Loss: 0.6334 1372 Epoch 1/2... Discriminator Loss: 1.2182... Generator Loss: 0.9572 1373 Epoch 1/2... Discriminator Loss: 1.2217... Generator Loss: 0.7457 1374 Epoch 1/2... Discriminator Loss: 1.5516... Generator Loss: 0.5047 1375 Epoch 1/2... Discriminator Loss: 1.2260... Generator Loss: 1.0979 1376 Epoch 1/2... Discriminator Loss: 1.4225... Generator Loss: 0.5647 1377 Epoch 1/2... Discriminator Loss: 1.2860... Generator Loss: 0.7639 1378 Epoch 1/2... Discriminator Loss: 1.2180... Generator Loss: 0.8631 1379 Epoch 1/2... Discriminator Loss: 1.3214... Generator Loss: 0.7061 1380 Epoch 1/2... Discriminator Loss: 1.1711... Generator Loss: 0.8136 1381 Epoch 1/2... Discriminator Loss: 1.3818... Generator Loss: 0.5639 1382 Epoch 1/2... Discriminator Loss: 1.2022... Generator Loss: 1.0689 1383 Epoch 1/2... Discriminator Loss: 1.2803... Generator Loss: 0.7452 1384 Epoch 1/2... Discriminator Loss: 1.1103... Generator Loss: 0.9020 1385 Epoch 1/2... Discriminator Loss: 1.1792... Generator Loss: 0.7989 1386 Epoch 1/2... Discriminator Loss: 1.3899... Generator Loss: 0.5930 1387 Epoch 1/2... Discriminator Loss: 1.3506... Generator Loss: 0.6815 1388 Epoch 1/2... Discriminator Loss: 1.2299... Generator Loss: 0.9604 1389 Epoch 1/2... Discriminator Loss: 1.2937... Generator Loss: 0.7082 1390 Epoch 1/2... Discriminator Loss: 1.2007... Generator Loss: 0.8042 1391 Epoch 1/2... Discriminator Loss: 1.3017... Generator Loss: 0.7290 1392 Epoch 1/2... Discriminator Loss: 1.2111... Generator Loss: 0.9856 1393 Epoch 1/2... Discriminator Loss: 1.3574... Generator Loss: 0.5192 1394 Epoch 1/2... Discriminator Loss: 1.1505... Generator Loss: 1.1463 1395 Epoch 1/2... Discriminator Loss: 1.3714... Generator Loss: 0.5836 1396 Epoch 1/2... Discriminator Loss: 1.3720... Generator Loss: 0.7502 1397 Epoch 1/2... Discriminator Loss: 1.2693... Generator Loss: 0.8460 1398 Epoch 1/2... Discriminator Loss: 1.4086... 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Generator Loss: 1.1708 1415 Epoch 1/2... Discriminator Loss: 1.3007... Generator Loss: 0.7097 1416 Epoch 1/2... Discriminator Loss: 1.3095... Generator Loss: 0.6380 1417 Epoch 1/2... Discriminator Loss: 1.4427... Generator Loss: 0.7982 1418 Epoch 1/2... Discriminator Loss: 1.3394... Generator Loss: 0.6513 1419 Epoch 1/2... Discriminator Loss: 1.1755... Generator Loss: 0.9017 1420 Epoch 1/2... Discriminator Loss: 1.2645... Generator Loss: 0.6352 1421 Epoch 1/2... Discriminator Loss: 1.3482... Generator Loss: 0.7368 1422 Epoch 1/2... Discriminator Loss: 1.2339... Generator Loss: 0.8068 1423 Epoch 1/2... Discriminator Loss: 1.4703... Generator Loss: 0.5174 1424 Epoch 1/2... Discriminator Loss: 1.3358... Generator Loss: 0.8047 1425 Epoch 1/2... Discriminator Loss: 1.2762... Generator Loss: 0.8236 1426 Epoch 1/2... Discriminator Loss: 1.3725... Generator Loss: 0.5325 1427 Epoch 1/2... Discriminator Loss: 1.1979... Generator Loss: 0.9663 1428 Epoch 1/2... Discriminator Loss: 1.2387... Generator Loss: 0.7188 1429 Epoch 1/2... Discriminator Loss: 1.2675... Generator Loss: 0.6957 1430 Epoch 1/2... Discriminator Loss: 1.1356... Generator Loss: 0.9212 1431 Epoch 1/2... Discriminator Loss: 1.2373... Generator Loss: 0.7068 1432 Epoch 1/2... Discriminator Loss: 1.3694... Generator Loss: 0.7711 1433 Epoch 1/2... Discriminator Loss: 1.2339... Generator Loss: 0.6966 1434 Epoch 1/2... Discriminator Loss: 1.2093... Generator Loss: 0.8616 1435 Epoch 1/2... Discriminator Loss: 1.2621... Generator Loss: 0.7707 1436 Epoch 1/2... Discriminator Loss: 1.3188... Generator Loss: 0.6397 1437 Epoch 1/2... Discriminator Loss: 1.3491... Generator Loss: 0.6857 1438 Epoch 1/2... Discriminator Loss: 1.1713... Generator Loss: 1.0846 1439 Epoch 1/2... Discriminator Loss: 1.6261... Generator Loss: 0.3773 1440 Epoch 1/2... Discriminator Loss: 1.3784... Generator Loss: 1.6198 1441 Epoch 1/2... Discriminator Loss: 1.3115... Generator Loss: 0.5943 1442 Epoch 1/2... Discriminator Loss: 1.3398... 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Generator Loss: 0.7233 1643 Epoch 1/2... Discriminator Loss: 1.3798... Generator Loss: 0.5390 1644 Epoch 1/2... Discriminator Loss: 1.1763... Generator Loss: 1.1879 1645 Epoch 1/2... Discriminator Loss: 1.5490... Generator Loss: 0.4205 1646 Epoch 1/2... Discriminator Loss: 1.1879... Generator Loss: 1.1793 1647 Epoch 1/2... Discriminator Loss: 1.2040... Generator Loss: 0.7070 1648 Epoch 1/2... Discriminator Loss: 1.3196... Generator Loss: 0.6293 1649 Epoch 1/2... Discriminator Loss: 1.1199... Generator Loss: 1.1878 1650 Epoch 1/2... Discriminator Loss: 1.2263... Generator Loss: 0.8757 1651 Epoch 1/2... Discriminator Loss: 1.4131... Generator Loss: 0.5567 1652 Epoch 1/2... Discriminator Loss: 1.2758... Generator Loss: 1.0633 1653 Epoch 1/2... Discriminator Loss: 1.5738... Generator Loss: 0.4368 1654 Epoch 1/2... Discriminator Loss: 1.3337... Generator Loss: 0.8449 1655 Epoch 1/2... Discriminator Loss: 1.1074... Generator Loss: 0.9370 1656 Epoch 1/2... Discriminator Loss: 1.4410... 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Generator Loss: 0.3934 1843 Epoch 1/2... Discriminator Loss: 1.1974... Generator Loss: 1.1217 1844 Epoch 1/2... Discriminator Loss: 1.2464... Generator Loss: 0.7176 1845 Epoch 1/2... Discriminator Loss: 1.2312... Generator Loss: 0.6445 1846 Epoch 1/2... Discriminator Loss: 1.2029... Generator Loss: 1.1085 1847 Epoch 1/2... Discriminator Loss: 1.6149... Generator Loss: 0.4143 1848 Epoch 1/2... Discriminator Loss: 1.1275... Generator Loss: 1.0568 1849 Epoch 1/2... Discriminator Loss: 1.2113... Generator Loss: 0.7466 1850 Epoch 1/2... Discriminator Loss: 1.4328... Generator Loss: 0.5310 1851 Epoch 1/2... Discriminator Loss: 1.2395... Generator Loss: 1.0848 1852 Epoch 1/2... Discriminator Loss: 1.2135... Generator Loss: 0.6931 1853 Epoch 1/2... Discriminator Loss: 1.1791... Generator Loss: 0.8326 1854 Epoch 1/2... Discriminator Loss: 1.3162... Generator Loss: 0.6064 1855 Epoch 1/2... Discriminator Loss: 1.2064... Generator Loss: 1.0936 1856 Epoch 1/2... Discriminator Loss: 1.4187... Generator Loss: 0.4714 1857 Epoch 1/2... Discriminator Loss: 1.3694... Generator Loss: 0.7445 1858 Epoch 1/2... Discriminator Loss: 1.3362... Generator Loss: 0.7529 1859 Epoch 1/2... Discriminator Loss: 1.3593... Generator Loss: 0.6826 1860 Epoch 1/2... Discriminator Loss: 1.5180... Generator Loss: 0.4677 1861 Epoch 1/2... Discriminator Loss: 1.2906... Generator Loss: 0.8617 1862 Epoch 1/2... Discriminator Loss: 1.2736... Generator Loss: 0.8142 1863 Epoch 1/2... Discriminator Loss: 1.2060... Generator Loss: 0.7036 1864 Epoch 1/2... Discriminator Loss: 1.1028... Generator Loss: 1.1771 1865 Epoch 1/2... Discriminator Loss: 1.4224... Generator Loss: 0.4877 1866 Epoch 1/2... Discriminator Loss: 1.3067... Generator Loss: 0.9766 1867 Epoch 1/2... Discriminator Loss: 1.1133... Generator Loss: 0.9345 1868 Epoch 1/2... Discriminator Loss: 1.7074... Generator Loss: 0.3130 1869 Epoch 1/2... Discriminator Loss: 1.2269... Generator Loss: 1.3721 1870 Epoch 1/2... Discriminator Loss: 1.3657... Generator Loss: 0.5552 1871 Epoch 1/2... Discriminator Loss: 1.1856... Generator Loss: 0.9324 1872 Epoch 1/2... Discriminator Loss: 1.2130... Generator Loss: 0.7559 1873 Epoch 1/2... Discriminator Loss: 1.2675... Generator Loss: 0.6276 1874 Epoch 1/2... Discriminator Loss: 1.1408... Generator Loss: 1.1447 1875 Epoch 2/2... Discriminator Loss: 1.5111... Generator Loss: 0.4186 1876 Epoch 2/2... Discriminator Loss: 1.5558... Generator Loss: 0.7657 1877 Epoch 2/2... Discriminator Loss: 1.2484... Generator Loss: 0.8523 1878 Epoch 2/2... Discriminator Loss: 1.4831... Generator Loss: 0.4528 1879 Epoch 2/2... Discriminator Loss: 1.0905... Generator Loss: 1.1438 1880 Epoch 2/2... Discriminator Loss: 1.2511... Generator Loss: 0.6946 1881 Epoch 2/2... Discriminator Loss: 1.3016... Generator Loss: 0.6313 1882 Epoch 2/2... Discriminator Loss: 1.2606... Generator Loss: 0.8306 1883 Epoch 2/2... Discriminator Loss: 1.1454... Generator Loss: 0.7340 1884 Epoch 2/2... Discriminator Loss: 1.2274... Generator Loss: 0.8870 1885 Epoch 2/2... Discriminator Loss: 1.3702... Generator Loss: 0.5530 1886 Epoch 2/2... Discriminator Loss: 1.2014... Generator Loss: 0.7393 1887 Epoch 2/2... Discriminator Loss: 1.1040... Generator Loss: 1.1504 1888 Epoch 2/2... Discriminator Loss: 1.1257... Generator Loss: 0.7578 1889 Epoch 2/2... Discriminator Loss: 1.2340... Generator Loss: 0.7068 1890 Epoch 2/2... Discriminator Loss: 1.0925... Generator Loss: 1.1018 1891 Epoch 2/2... Discriminator Loss: 1.6244... Generator Loss: 0.3754 1892 Epoch 2/2... Discriminator Loss: 1.3696... Generator Loss: 0.7570 1893 Epoch 2/2... Discriminator Loss: 1.3279... Generator Loss: 0.8712 1894 Epoch 2/2... Discriminator Loss: 1.3900... Generator Loss: 0.5462 1895 Epoch 2/2... Discriminator Loss: 1.1903... Generator Loss: 1.1653 1896 Epoch 2/2... Discriminator Loss: 1.4317... Generator Loss: 0.5518 1897 Epoch 2/2... Discriminator Loss: 1.6495... Generator Loss: 0.3794 1898 Epoch 2/2... Discriminator Loss: 1.4567... Generator Loss: 1.3717 1899 Epoch 2/2... Discriminator Loss: 1.6319... Generator Loss: 0.3866 1900 Epoch 2/2... Discriminator Loss: 1.3540... Generator Loss: 0.6747
1901 Epoch 2/2... Discriminator Loss: 1.2937... Generator Loss: 1.0485 1902 Epoch 2/2... Discriminator Loss: 1.4755... Generator Loss: 0.5029 1903 Epoch 2/2... Discriminator Loss: 1.2515... Generator Loss: 0.6941 1904 Epoch 2/2... Discriminator Loss: 1.4374... Generator Loss: 0.8172 1905 Epoch 2/2... Discriminator Loss: 1.4216... Generator Loss: 0.5178 1906 Epoch 2/2... Discriminator Loss: 1.1941... Generator Loss: 0.9816 1907 Epoch 2/2... Discriminator Loss: 1.4115... Generator Loss: 0.4919 1908 Epoch 2/2... Discriminator Loss: 1.3180... Generator Loss: 1.1669 1909 Epoch 2/2... Discriminator Loss: 1.3961... Generator Loss: 0.5099 1910 Epoch 2/2... Discriminator Loss: 1.1633... Generator Loss: 0.9533 1911 Epoch 2/2... Discriminator Loss: 1.2550... Generator Loss: 0.8027 1912 Epoch 2/2... Discriminator Loss: 1.5127... Generator Loss: 0.4741 1913 Epoch 2/2... Discriminator Loss: 1.1671... Generator Loss: 0.8766 1914 Epoch 2/2... Discriminator Loss: 1.1589... Generator Loss: 0.8710 1915 Epoch 2/2... Discriminator Loss: 1.3022... Generator Loss: 0.5716 1916 Epoch 2/2... Discriminator Loss: 1.2092... Generator Loss: 1.0355 1917 Epoch 2/2... Discriminator Loss: 1.1931... Generator Loss: 0.7598 1918 Epoch 2/2... Discriminator Loss: 1.4231... Generator Loss: 0.5664 1919 Epoch 2/2... Discriminator Loss: 1.2155... Generator Loss: 1.0558 1920 Epoch 2/2... Discriminator Loss: 1.3781... Generator Loss: 0.5259 1921 Epoch 2/2... Discriminator Loss: 1.3007... Generator Loss: 0.8196 1922 Epoch 2/2... Discriminator Loss: 1.2286... Generator Loss: 0.6321 1923 Epoch 2/2... Discriminator Loss: 1.1807... Generator Loss: 0.7146 1924 Epoch 2/2... Discriminator Loss: 1.1814... Generator Loss: 0.9347 1925 Epoch 2/2... Discriminator Loss: 1.1143... Generator Loss: 0.9813 1926 Epoch 2/2... Discriminator Loss: 1.4943... Generator Loss: 0.4580 1927 Epoch 2/2... Discriminator Loss: 1.2009... Generator Loss: 0.9796 1928 Epoch 2/2... Discriminator Loss: 1.3125... Generator Loss: 0.5892 1929 Epoch 2/2... Discriminator Loss: 1.2145... Generator Loss: 0.9543 1930 Epoch 2/2... Discriminator Loss: 1.2230... Generator Loss: 0.8336 1931 Epoch 2/2... Discriminator Loss: 1.3928... Generator Loss: 0.5049 1932 Epoch 2/2... Discriminator Loss: 1.2186... Generator Loss: 1.2127 1933 Epoch 2/2... Discriminator Loss: 1.4409... Generator Loss: 0.4643 1934 Epoch 2/2... Discriminator Loss: 1.2400... Generator Loss: 0.7456 1935 Epoch 2/2... Discriminator Loss: 1.2940... Generator Loss: 0.9031 1936 Epoch 2/2... Discriminator Loss: 1.1840... Generator Loss: 0.6804 1937 Epoch 2/2... Discriminator Loss: 1.3266... Generator Loss: 0.5920 1938 Epoch 2/2... Discriminator Loss: 1.2065... Generator Loss: 1.1502 1939 Epoch 2/2... Discriminator Loss: 1.4820... Generator Loss: 0.4162 1940 Epoch 2/2... Discriminator Loss: 1.2109... Generator Loss: 0.8973 1941 Epoch 2/2... Discriminator Loss: 1.4491... Generator Loss: 0.5376 1942 Epoch 2/2... Discriminator Loss: 1.2396... Generator Loss: 0.7258 1943 Epoch 2/2... Discriminator Loss: 1.2656... Generator Loss: 0.7641 1944 Epoch 2/2... Discriminator Loss: 1.3252... Generator Loss: 0.5864 1945 Epoch 2/2... Discriminator Loss: 1.3555... Generator Loss: 0.5949 1946 Epoch 2/2... Discriminator Loss: 1.1477... Generator Loss: 1.0040 1947 Epoch 2/2... Discriminator Loss: 1.5823... Generator Loss: 0.3855 1948 Epoch 2/2... Discriminator Loss: 1.2397... Generator Loss: 1.7095 1949 Epoch 2/2... Discriminator Loss: 1.5544... Generator Loss: 0.4033 1950 Epoch 2/2... Discriminator Loss: 1.3491... Generator Loss: 0.7989 1951 Epoch 2/2... Discriminator Loss: 1.1516... Generator Loss: 0.8994 1952 Epoch 2/2... Discriminator Loss: 1.3039... Generator Loss: 0.6369 1953 Epoch 2/2... Discriminator Loss: 1.3829... Generator Loss: 0.5833 1954 Epoch 2/2... Discriminator Loss: 1.3037... Generator Loss: 0.7673 1955 Epoch 2/2... Discriminator Loss: 1.3755... Generator Loss: 0.5246 1956 Epoch 2/2... Discriminator Loss: 1.1555... Generator Loss: 1.2684 1957 Epoch 2/2... Discriminator Loss: 1.4560... Generator Loss: 0.4565 1958 Epoch 2/2... Discriminator Loss: 1.0973... Generator Loss: 0.9547 1959 Epoch 2/2... Discriminator Loss: 1.1597... Generator Loss: 0.9716 1960 Epoch 2/2... Discriminator Loss: 1.3311... Generator Loss: 0.5406 1961 Epoch 2/2... Discriminator Loss: 1.3292... Generator Loss: 0.5854 1962 Epoch 2/2... Discriminator Loss: 1.2862... Generator Loss: 1.0641 1963 Epoch 2/2... Discriminator Loss: 1.4207... Generator Loss: 0.5348 1964 Epoch 2/2... Discriminator Loss: 1.0984... Generator Loss: 0.8147 1965 Epoch 2/2... Discriminator Loss: 1.1985... Generator Loss: 0.9947 1966 Epoch 2/2... Discriminator Loss: 1.6130... Generator Loss: 0.3648 1967 Epoch 2/2... Discriminator Loss: 1.3375... Generator Loss: 0.9449 1968 Epoch 2/2... Discriminator Loss: 1.2718... Generator Loss: 0.6255 1969 Epoch 2/2... Discriminator Loss: 1.2170... Generator Loss: 0.8870 1970 Epoch 2/2... Discriminator Loss: 1.5282... Generator Loss: 0.4203 1971 Epoch 2/2... Discriminator Loss: 1.2794... Generator Loss: 0.8648 1972 Epoch 2/2... Discriminator Loss: 1.3230... Generator Loss: 0.5666 1973 Epoch 2/2... Discriminator Loss: 1.1463... Generator Loss: 0.8666 1974 Epoch 2/2... Discriminator Loss: 1.4518... Generator Loss: 0.4630 1975 Epoch 2/2... Discriminator Loss: 1.3353... Generator Loss: 1.5225 1976 Epoch 2/2... Discriminator Loss: 1.4856... Generator Loss: 0.4489 1977 Epoch 2/2... Discriminator Loss: 1.1641... Generator Loss: 1.0652 1978 Epoch 2/2... Discriminator Loss: 1.3754... Generator Loss: 0.6158 1979 Epoch 2/2... Discriminator Loss: 1.3821... Generator Loss: 0.5443 1980 Epoch 2/2... Discriminator Loss: 1.2107... Generator Loss: 1.4968 1981 Epoch 2/2... Discriminator Loss: 1.6355... Generator Loss: 0.3830 1982 Epoch 2/2... Discriminator Loss: 1.2264... Generator Loss: 0.9601 1983 Epoch 2/2... Discriminator Loss: 1.3262... Generator Loss: 0.6833 1984 Epoch 2/2... Discriminator Loss: 1.5413... Generator Loss: 0.4357 1985 Epoch 2/2... Discriminator Loss: 1.3937... Generator Loss: 1.3855 1986 Epoch 2/2... Discriminator Loss: 1.1247... Generator Loss: 0.8753 1987 Epoch 2/2... Discriminator Loss: 1.3044... Generator Loss: 0.5472 1988 Epoch 2/2... Discriminator Loss: 1.4478... Generator Loss: 0.9246 1989 Epoch 2/2... Discriminator Loss: 1.2040... Generator Loss: 0.8180 1990 Epoch 2/2... Discriminator Loss: 1.2991... Generator Loss: 0.6277 1991 Epoch 2/2... Discriminator Loss: 1.3070... Generator Loss: 0.7913 1992 Epoch 2/2... Discriminator Loss: 1.3622... Generator Loss: 0.6407 1993 Epoch 2/2... Discriminator Loss: 1.2422... Generator Loss: 0.6924 1994 Epoch 2/2... Discriminator Loss: 1.2745... Generator Loss: 0.6836 1995 Epoch 2/2... Discriminator Loss: 1.4202... Generator Loss: 0.5083 1996 Epoch 2/2... Discriminator Loss: 1.2419... Generator Loss: 1.1664 1997 Epoch 2/2... Discriminator Loss: 1.5403... Generator Loss: 0.4165 1998 Epoch 2/2... Discriminator Loss: 1.2712... Generator Loss: 0.8470 1999 Epoch 2/2... Discriminator Loss: 1.1162... Generator Loss: 1.0350 2000 Epoch 2/2... Discriminator Loss: 1.4653... Generator Loss: 0.4578
2001 Epoch 2/2... Discriminator Loss: 1.1331... Generator Loss: 1.1340 2002 Epoch 2/2... Discriminator Loss: 1.1605... Generator Loss: 0.7669 2003 Epoch 2/2... Discriminator Loss: 1.2234... Generator Loss: 0.6938 2004 Epoch 2/2... Discriminator Loss: 1.4217... Generator Loss: 0.5108 2005 Epoch 2/2... Discriminator Loss: 1.2054... Generator Loss: 0.8488 2006 Epoch 2/2... Discriminator Loss: 1.3853... Generator Loss: 0.5548 2007 Epoch 2/2... Discriminator Loss: 1.2239... Generator Loss: 0.7436 2008 Epoch 2/2... Discriminator Loss: 1.1977... Generator Loss: 0.8948 2009 Epoch 2/2... Discriminator Loss: 1.3673... Generator Loss: 0.5805 2010 Epoch 2/2... Discriminator Loss: 1.3776... Generator Loss: 0.6755 2011 Epoch 2/2... Discriminator Loss: 1.2585... Generator Loss: 0.7627 2012 Epoch 2/2... Discriminator Loss: 1.3388... Generator Loss: 0.5829 2013 Epoch 2/2... Discriminator Loss: 1.3630... Generator Loss: 0.5189 2014 Epoch 2/2... Discriminator Loss: 1.1305... Generator Loss: 1.2439 2015 Epoch 2/2... Discriminator Loss: 1.3206... Generator Loss: 0.5301 2016 Epoch 2/2... Discriminator Loss: 1.2402... Generator Loss: 1.1015 2017 Epoch 2/2... Discriminator Loss: 1.1052... Generator Loss: 0.8056 2018 Epoch 2/2... Discriminator Loss: 1.3625... Generator Loss: 0.5249 2019 Epoch 2/2... Discriminator Loss: 1.1709... Generator Loss: 1.0769 2020 Epoch 2/2... Discriminator Loss: 1.3217... Generator Loss: 0.5189 2021 Epoch 2/2... Discriminator Loss: 0.9906... Generator Loss: 1.2545 2022 Epoch 2/2... Discriminator Loss: 1.4227... Generator Loss: 0.5181 2023 Epoch 2/2... Discriminator Loss: 1.1721... Generator Loss: 1.0071 2024 Epoch 2/2... Discriminator Loss: 1.6693... Generator Loss: 0.3584 2025 Epoch 2/2... Discriminator Loss: 1.2846... Generator Loss: 1.3339 2026 Epoch 2/2... Discriminator Loss: 1.5474... Generator Loss: 0.5154 2027 Epoch 2/2... Discriminator Loss: 1.3390... Generator Loss: 0.5971 2028 Epoch 2/2... Discriminator Loss: 1.2974... Generator Loss: 0.7988 2029 Epoch 2/2... Discriminator Loss: 1.1779... Generator Loss: 0.7266 2030 Epoch 2/2... Discriminator Loss: 1.3827... Generator Loss: 0.5739 2031 Epoch 2/2... Discriminator Loss: 1.2622... Generator Loss: 0.6571 2032 Epoch 2/2... Discriminator Loss: 1.3224... Generator Loss: 0.6282 2033 Epoch 2/2... Discriminator Loss: 1.2963... Generator Loss: 0.6552 2034 Epoch 2/2... Discriminator Loss: 1.2391... Generator Loss: 0.7604 2035 Epoch 2/2... Discriminator Loss: 1.0763... Generator Loss: 1.0597 2036 Epoch 2/2... Discriminator Loss: 1.2917... Generator Loss: 0.5581 2037 Epoch 2/2... Discriminator Loss: 1.0502... Generator Loss: 1.1579 2038 Epoch 2/2... Discriminator Loss: 1.3380... Generator Loss: 0.5591 2039 Epoch 2/2... Discriminator Loss: 1.0049... Generator Loss: 1.0047 2040 Epoch 2/2... Discriminator Loss: 1.1457... Generator Loss: 1.0007 2041 Epoch 2/2... Discriminator Loss: 1.5412... Generator Loss: 0.4120 2042 Epoch 2/2... Discriminator Loss: 1.1872... Generator Loss: 1.2195 2043 Epoch 2/2... Discriminator Loss: 1.4672... Generator Loss: 0.4584 2044 Epoch 2/2... Discriminator Loss: 1.3326... Generator Loss: 1.1449 2045 Epoch 2/2... Discriminator Loss: 1.3475... Generator Loss: 0.5237 2046 Epoch 2/2... Discriminator Loss: 1.2090... Generator Loss: 0.7525 2047 Epoch 2/2... Discriminator Loss: 1.2688... Generator Loss: 0.6970 2048 Epoch 2/2... Discriminator Loss: 1.3102... Generator Loss: 0.6542 2049 Epoch 2/2... Discriminator Loss: 1.3863... Generator Loss: 0.5365 2050 Epoch 2/2... Discriminator Loss: 1.2477... Generator Loss: 0.9511 2051 Epoch 2/2... Discriminator Loss: 1.3848... Generator Loss: 0.5109 2052 Epoch 2/2... Discriminator Loss: 1.1991... Generator Loss: 1.2339 2053 Epoch 2/2... Discriminator Loss: 1.4788... Generator Loss: 0.4352 2054 Epoch 2/2... Discriminator Loss: 1.1977... Generator Loss: 0.9986 2055 Epoch 2/2... Discriminator Loss: 1.4236... Generator Loss: 0.5401 2056 Epoch 2/2... Discriminator Loss: 1.3154... Generator Loss: 0.5876 2057 Epoch 2/2... Discriminator Loss: 1.2282... Generator Loss: 1.3298 2058 Epoch 2/2... Discriminator Loss: 1.4385... Generator Loss: 0.4573 2059 Epoch 2/2... Discriminator Loss: 1.1879... Generator Loss: 1.0356 2060 Epoch 2/2... Discriminator Loss: 1.4549... Generator Loss: 0.4990 2061 Epoch 2/2... Discriminator Loss: 1.2468... Generator Loss: 0.6297 2062 Epoch 2/2... Discriminator Loss: 1.3540... Generator Loss: 0.8763 2063 Epoch 2/2... Discriminator Loss: 1.6018... Generator Loss: 0.3921 2064 Epoch 2/2... Discriminator Loss: 1.3229... Generator Loss: 0.9348 2065 Epoch 2/2... Discriminator Loss: 1.2435... Generator Loss: 0.6710 2066 Epoch 2/2... Discriminator Loss: 1.1974... Generator Loss: 0.8817 2067 Epoch 2/2... Discriminator Loss: 1.4011... Generator Loss: 0.5318 2068 Epoch 2/2... Discriminator Loss: 1.1416... Generator Loss: 0.9641 2069 Epoch 2/2... Discriminator Loss: 1.2780... Generator Loss: 0.6265 2070 Epoch 2/2... Discriminator Loss: 1.1240... Generator Loss: 0.8433 2071 Epoch 2/2... Discriminator Loss: 1.2579... Generator Loss: 0.7049 2072 Epoch 2/2... Discriminator Loss: 1.3511... Generator Loss: 0.5628 2073 Epoch 2/2... Discriminator Loss: 1.3639... Generator Loss: 0.5615 2074 Epoch 2/2... Discriminator Loss: 1.1742... Generator Loss: 1.1430 2075 Epoch 2/2... Discriminator Loss: 1.4976... Generator Loss: 0.4417 2076 Epoch 2/2... Discriminator Loss: 1.0613... Generator Loss: 0.9477 2077 Epoch 2/2... Discriminator Loss: 1.3286... Generator Loss: 0.6058 2078 Epoch 2/2... Discriminator Loss: 1.2844... Generator Loss: 0.7414 2079 Epoch 2/2... Discriminator Loss: 1.2398... Generator Loss: 0.6728 2080 Epoch 2/2... Discriminator Loss: 1.2438... Generator Loss: 0.6484 2081 Epoch 2/2... Discriminator Loss: 1.2799... Generator Loss: 0.8964 2082 Epoch 2/2... Discriminator Loss: 1.2388... Generator Loss: 0.6872 2083 Epoch 2/2... Discriminator Loss: 1.2760... Generator Loss: 0.6135 2084 Epoch 2/2... Discriminator Loss: 1.1712... Generator Loss: 0.9835 2085 Epoch 2/2... Discriminator Loss: 1.4461... Generator Loss: 0.4380 2086 Epoch 2/2... Discriminator Loss: 1.3155... Generator Loss: 0.9953 2087 Epoch 2/2... Discriminator Loss: 1.4531... Generator Loss: 0.4895 2088 Epoch 2/2... Discriminator Loss: 1.3624... Generator Loss: 0.6724 2089 Epoch 2/2... Discriminator Loss: 1.1514... Generator Loss: 0.8102 2090 Epoch 2/2... Discriminator Loss: 1.1944... Generator Loss: 0.7243 2091 Epoch 2/2... Discriminator Loss: 1.3869... Generator Loss: 0.5975 2092 Epoch 2/2... Discriminator Loss: 1.2941... Generator Loss: 0.6230 2093 Epoch 2/2... Discriminator Loss: 1.0743... Generator Loss: 0.8628 2094 Epoch 2/2... Discriminator Loss: 1.4472... Generator Loss: 0.5486 2095 Epoch 2/2... Discriminator Loss: 1.2199... Generator Loss: 0.7217 2096 Epoch 2/2... Discriminator Loss: 1.3953... Generator Loss: 0.5591 2097 Epoch 2/2... Discriminator Loss: 1.0893... Generator Loss: 1.1994 2098 Epoch 2/2... Discriminator Loss: 1.4480... Generator Loss: 0.4647 2099 Epoch 2/2... Discriminator Loss: 1.2877... Generator Loss: 0.8350 2100 Epoch 2/2... Discriminator Loss: 1.5529... Generator Loss: 0.4261
2101 Epoch 2/2... Discriminator Loss: 1.2794... Generator Loss: 0.8027 2102 Epoch 2/2... Discriminator Loss: 1.5188... Generator Loss: 0.4043 2103 Epoch 2/2... Discriminator Loss: 1.1528... Generator Loss: 0.9450 2104 Epoch 2/2... Discriminator Loss: 1.1869... Generator Loss: 0.7292 2105 Epoch 2/2... Discriminator Loss: 1.2577... Generator Loss: 0.7994 2106 Epoch 2/2... Discriminator Loss: 1.2845... Generator Loss: 0.5987 2107 Epoch 2/2... Discriminator Loss: 1.3430... Generator Loss: 0.7697 2108 Epoch 2/2... Discriminator Loss: 1.3332... Generator Loss: 0.5735 2109 Epoch 2/2... Discriminator Loss: 1.3833... Generator Loss: 0.5870 2110 Epoch 2/2... Discriminator Loss: 1.1287... Generator Loss: 0.9005 2111 Epoch 2/2... Discriminator Loss: 1.3271... Generator Loss: 0.5458 2112 Epoch 2/2... Discriminator Loss: 1.3586... Generator Loss: 0.5686 2113 Epoch 2/2... Discriminator Loss: 1.3229... Generator Loss: 0.5761 2114 Epoch 2/2... Discriminator Loss: 1.3276... Generator Loss: 1.6521 2115 Epoch 2/2... Discriminator Loss: 1.6838... Generator Loss: 0.3785 2116 Epoch 2/2... Discriminator Loss: 1.1586... Generator Loss: 1.1841 2117 Epoch 2/2... Discriminator Loss: 1.2817... Generator Loss: 0.5680 2118 Epoch 2/2... Discriminator Loss: 1.3569... Generator Loss: 0.6235 2119 Epoch 2/2... Discriminator Loss: 1.2737... Generator Loss: 0.7188 2120 Epoch 2/2... Discriminator Loss: 1.3352... Generator Loss: 0.6248 2121 Epoch 2/2... Discriminator Loss: 1.1219... Generator Loss: 1.0541 2122 Epoch 2/2... Discriminator Loss: 1.4150... Generator Loss: 0.4845 2123 Epoch 2/2... Discriminator Loss: 1.4538... Generator Loss: 0.6881 2124 Epoch 2/2... Discriminator Loss: 1.3065... Generator Loss: 0.6368 2125 Epoch 2/2... Discriminator Loss: 1.0341... Generator Loss: 0.9679 2126 Epoch 2/2... Discriminator Loss: 1.6150... Generator Loss: 0.3917 2127 Epoch 2/2... Discriminator Loss: 1.2853... Generator Loss: 1.3666 2128 Epoch 2/2... Discriminator Loss: 1.6037... Generator Loss: 0.3988 2129 Epoch 2/2... Discriminator Loss: 1.0828... Generator Loss: 0.9714 2130 Epoch 2/2... Discriminator Loss: 1.3114... Generator Loss: 0.6538 2131 Epoch 2/2... Discriminator Loss: 1.5242... Generator Loss: 0.4142 2132 Epoch 2/2... Discriminator Loss: 1.0780... Generator Loss: 1.3088 2133 Epoch 2/2... Discriminator Loss: 1.4584... Generator Loss: 0.4726 2134 Epoch 2/2... Discriminator Loss: 1.3259... Generator Loss: 0.6375 2135 Epoch 2/2... Discriminator Loss: 1.2429... Generator Loss: 0.9524 2136 Epoch 2/2... Discriminator Loss: 1.5821... Generator Loss: 0.4054 2137 Epoch 2/2... Discriminator Loss: 1.0885... Generator Loss: 1.0301 2138 Epoch 2/2... Discriminator Loss: 1.5609... Generator Loss: 0.4037 2139 Epoch 2/2... Discriminator Loss: 1.0510... Generator Loss: 1.1482 2140 Epoch 2/2... Discriminator Loss: 1.2785... Generator Loss: 0.6341 2141 Epoch 2/2... Discriminator Loss: 1.1714... Generator Loss: 0.6633 2142 Epoch 2/2... Discriminator Loss: 1.2246... Generator Loss: 1.0749 2143 Epoch 2/2... Discriminator Loss: 1.5610... Generator Loss: 0.3969 2144 Epoch 2/2... Discriminator Loss: 1.3106... Generator Loss: 1.0480 2145 Epoch 2/2... Discriminator Loss: 1.2867... Generator Loss: 0.6011 2146 Epoch 2/2... Discriminator Loss: 1.3044... Generator Loss: 0.6870 2147 Epoch 2/2... Discriminator Loss: 1.3993... Generator Loss: 0.5077 2148 Epoch 2/2... Discriminator Loss: 1.1946... Generator Loss: 0.8309 2149 Epoch 2/2... Discriminator Loss: 1.4719... Generator Loss: 0.5189 2150 Epoch 2/2... Discriminator Loss: 1.2827... Generator Loss: 0.6129 2151 Epoch 2/2... Discriminator Loss: 1.2445... Generator Loss: 1.0280 2152 Epoch 2/2... Discriminator Loss: 1.4180... Generator Loss: 0.5576 2153 Epoch 2/2... Discriminator Loss: 1.9519... Generator Loss: 0.2550 2154 Epoch 2/2... Discriminator Loss: 1.3433... Generator Loss: 1.6430 2155 Epoch 2/2... Discriminator Loss: 1.6332... Generator Loss: 0.3924 2156 Epoch 2/2... Discriminator Loss: 1.0667... Generator Loss: 0.9655 2157 Epoch 2/2... Discriminator Loss: 1.1266... Generator Loss: 0.9764 2158 Epoch 2/2... Discriminator Loss: 2.0838... Generator Loss: 0.2237 2159 Epoch 2/2... Discriminator Loss: 1.3949... Generator Loss: 1.4790 2160 Epoch 2/2... Discriminator Loss: 1.5336... Generator Loss: 0.4537 2161 Epoch 2/2... Discriminator Loss: 1.4223... Generator Loss: 0.4788 2162 Epoch 2/2... Discriminator Loss: 1.4970... Generator Loss: 1.6321 2163 Epoch 2/2... Discriminator Loss: 1.2591... Generator Loss: 0.6921 2164 Epoch 2/2... Discriminator Loss: 1.3577... Generator Loss: 0.5004 2165 Epoch 2/2... Discriminator Loss: 1.1836... Generator Loss: 1.5273 2166 Epoch 2/2... Discriminator Loss: 1.7789... Generator Loss: 0.3088 2167 Epoch 2/2... Discriminator Loss: 1.0457... Generator Loss: 0.9712 2168 Epoch 2/2... Discriminator Loss: 1.2716... Generator Loss: 0.7652 2169 Epoch 2/2... Discriminator Loss: 1.2034... Generator Loss: 0.7035 2170 Epoch 2/2... Discriminator Loss: 1.4574... Generator Loss: 0.5121 2171 Epoch 2/2... Discriminator Loss: 1.1162... Generator Loss: 1.0130 2172 Epoch 2/2... Discriminator Loss: 1.1286... Generator Loss: 0.8304 2173 Epoch 2/2... Discriminator Loss: 1.4341... Generator Loss: 0.4592 2174 Epoch 2/2... Discriminator Loss: 1.2759... Generator Loss: 0.6625 2175 Epoch 2/2... Discriminator Loss: 1.1499... Generator Loss: 0.7897 2176 Epoch 2/2... Discriminator Loss: 1.3936... Generator Loss: 0.6418 2177 Epoch 2/2... Discriminator Loss: 1.3994... Generator Loss: 0.5441 2178 Epoch 2/2... Discriminator Loss: 1.0938... Generator Loss: 1.0677 2179 Epoch 2/2... Discriminator Loss: 1.3376... Generator Loss: 0.5550 2180 Epoch 2/2... Discriminator Loss: 1.1569... Generator Loss: 0.7473 2181 Epoch 2/2... Discriminator Loss: 1.2697... Generator Loss: 0.7045 2182 Epoch 2/2... Discriminator Loss: 1.2861... Generator Loss: 0.6620 2183 Epoch 2/2... Discriminator Loss: 1.4785... Generator Loss: 0.4459 2184 Epoch 2/2... Discriminator Loss: 1.1863... Generator Loss: 1.0816 2185 Epoch 2/2... Discriminator Loss: 1.2960... Generator Loss: 0.5708 2186 Epoch 2/2... Discriminator Loss: 1.2962... Generator Loss: 0.5817 2187 Epoch 2/2... Discriminator Loss: 1.2558... Generator Loss: 0.8101 2188 Epoch 2/2... Discriminator Loss: 1.2187... Generator Loss: 0.7242 2189 Epoch 2/2... Discriminator Loss: 1.1804... Generator Loss: 0.8305 2190 Epoch 2/2... Discriminator Loss: 1.3462... Generator Loss: 0.5521 2191 Epoch 2/2... Discriminator Loss: 1.0259... Generator Loss: 1.1006 2192 Epoch 2/2... Discriminator Loss: 1.1157... Generator Loss: 0.8169 2193 Epoch 2/2... Discriminator Loss: 1.2831... Generator Loss: 0.6158 2194 Epoch 2/2... Discriminator Loss: 1.2299... Generator Loss: 0.9377 2195 Epoch 2/2... Discriminator Loss: 1.2439... Generator Loss: 0.6118 2196 Epoch 2/2... Discriminator Loss: 1.2550... Generator Loss: 1.0468 2197 Epoch 2/2... Discriminator Loss: 1.5436... Generator Loss: 0.4027 2198 Epoch 2/2... Discriminator Loss: 1.1987... Generator Loss: 1.1945 2199 Epoch 2/2... Discriminator Loss: 1.5734... Generator Loss: 0.3905 2200 Epoch 2/2... Discriminator Loss: 1.2942... Generator Loss: 0.6949
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Generator Loss: 0.3283 2215 Epoch 2/2... Discriminator Loss: 1.3575... Generator Loss: 1.6903 2216 Epoch 2/2... Discriminator Loss: 1.1952... Generator Loss: 0.6777 2217 Epoch 2/2... Discriminator Loss: 1.3660... Generator Loss: 0.5269 2218 Epoch 2/2... Discriminator Loss: 1.3418... Generator Loss: 0.5682 2219 Epoch 2/2... Discriminator Loss: 1.3343... Generator Loss: 0.8734 2220 Epoch 2/2... Discriminator Loss: 1.5404... Generator Loss: 0.4216 2221 Epoch 2/2... Discriminator Loss: 1.3072... Generator Loss: 0.6119 2222 Epoch 2/2... Discriminator Loss: 1.4750... Generator Loss: 0.5812 2223 Epoch 2/2... Discriminator Loss: 1.2721... Generator Loss: 0.6537 2224 Epoch 2/2... Discriminator Loss: 1.2007... Generator Loss: 0.6547 2225 Epoch 2/2... Discriminator Loss: 1.3011... Generator Loss: 0.6254 2226 Epoch 2/2... Discriminator Loss: 1.4318... Generator Loss: 0.5221 2227 Epoch 2/2... Discriminator Loss: 1.1456... Generator Loss: 1.2256 2228 Epoch 2/2... Discriminator Loss: 1.5752... Generator Loss: 0.3927 2229 Epoch 2/2... Discriminator Loss: 1.3121... Generator Loss: 1.1467 2230 Epoch 2/2... Discriminator Loss: 1.2984... Generator Loss: 0.5732 2231 Epoch 2/2... Discriminator Loss: 1.1557... Generator Loss: 0.7829 2232 Epoch 2/2... Discriminator Loss: 1.1875... Generator Loss: 0.8294 2233 Epoch 2/2... Discriminator Loss: 1.2905... Generator Loss: 0.7626 2234 Epoch 2/2... Discriminator Loss: 1.2753... Generator Loss: 0.6162 2235 Epoch 2/2... Discriminator Loss: 1.3165... Generator Loss: 0.5552 2236 Epoch 2/2... Discriminator Loss: 1.4754... Generator Loss: 1.2392 2237 Epoch 2/2... Discriminator Loss: 1.6707... Generator Loss: 0.3459 2238 Epoch 2/2... Discriminator Loss: 1.3351... Generator Loss: 0.9302 2239 Epoch 2/2... Discriminator Loss: 1.2497... Generator Loss: 0.6881 2240 Epoch 2/2... Discriminator Loss: 1.4875... Generator Loss: 0.4303 2241 Epoch 2/2... Discriminator Loss: 1.1160... Generator Loss: 1.2307 2242 Epoch 2/2... Discriminator Loss: 1.3723... Generator Loss: 0.5119 2243 Epoch 2/2... Discriminator Loss: 0.9324... Generator Loss: 1.2031 2244 Epoch 2/2... Discriminator Loss: 1.2318... Generator Loss: 0.6144 2245 Epoch 2/2... Discriminator Loss: 1.5456... Generator Loss: 0.4258 2246 Epoch 2/2... Discriminator Loss: 1.2896... Generator Loss: 1.0246 2247 Epoch 2/2... Discriminator Loss: 1.3216... Generator Loss: 0.5689 2248 Epoch 2/2... Discriminator Loss: 1.4819... Generator Loss: 0.4403 2249 Epoch 2/2... Discriminator Loss: 1.1483... Generator Loss: 1.2807 2250 Epoch 2/2... Discriminator Loss: 1.3983... Generator Loss: 0.5535 2251 Epoch 2/2... Discriminator Loss: 1.3439... Generator Loss: 0.6055 2252 Epoch 2/2... Discriminator Loss: 1.3401... Generator Loss: 0.9452 2253 Epoch 2/2... Discriminator Loss: 1.3949... Generator Loss: 0.5050 2254 Epoch 2/2... Discriminator Loss: 1.2393... Generator Loss: 0.6497 2255 Epoch 2/2... Discriminator Loss: 1.2963... Generator Loss: 0.6177 2256 Epoch 2/2... Discriminator Loss: 1.1603... Generator Loss: 0.8326 2257 Epoch 2/2... Discriminator Loss: 1.2955... Generator Loss: 0.6050 2258 Epoch 2/2... Discriminator Loss: 1.4468... Generator Loss: 0.5737 2259 Epoch 2/2... Discriminator Loss: 1.4203... Generator Loss: 0.4594 2260 Epoch 2/2... Discriminator Loss: 1.2841... Generator Loss: 1.2709 2261 Epoch 2/2... Discriminator Loss: 1.3326... Generator Loss: 0.5094 2262 Epoch 2/2... Discriminator Loss: 1.2569... Generator Loss: 0.6289 2263 Epoch 2/2... Discriminator Loss: 1.2253... Generator Loss: 0.7446 2264 Epoch 2/2... Discriminator Loss: 1.4111... Generator Loss: 0.5301 2265 Epoch 2/2... Discriminator Loss: 1.7261... Generator Loss: 0.3389 2266 Epoch 2/2... Discriminator Loss: 1.2848... Generator Loss: 1.1782 2267 Epoch 2/2... Discriminator Loss: 1.3257... Generator Loss: 0.5247 2268 Epoch 2/2... Discriminator Loss: 1.2712... Generator Loss: 0.6858 2269 Epoch 2/2... Discriminator Loss: 1.1712... Generator Loss: 0.7030 2270 Epoch 2/2... Discriminator Loss: 1.3508... Generator Loss: 0.5348 2271 Epoch 2/2... Discriminator Loss: 1.0751... Generator Loss: 1.0686 2272 Epoch 2/2... Discriminator Loss: 1.5277... Generator Loss: 0.4282 2273 Epoch 2/2... Discriminator Loss: 1.2725... Generator Loss: 1.0597 2274 Epoch 2/2... Discriminator Loss: 1.4096... Generator Loss: 0.4925 2275 Epoch 2/2... Discriminator Loss: 1.2936... Generator Loss: 1.1250 2276 Epoch 2/2... Discriminator Loss: 2.0566... Generator Loss: 0.2275 2277 Epoch 2/2... Discriminator Loss: 1.5126... Generator Loss: 2.4988 2278 Epoch 2/2... Discriminator Loss: 2.1043... Generator Loss: 0.2270 2279 Epoch 2/2... Discriminator Loss: 1.2615... Generator Loss: 1.0789 2280 Epoch 2/2... Discriminator Loss: 1.3653... Generator Loss: 0.7590 2281 Epoch 2/2... Discriminator Loss: 1.3771... Generator Loss: 0.4977 2282 Epoch 2/2... Discriminator Loss: 1.2430... Generator Loss: 0.7326 2283 Epoch 2/2... Discriminator Loss: 1.4179... Generator Loss: 0.5107 2284 Epoch 2/2... Discriminator Loss: 1.3871... Generator Loss: 0.7592 2285 Epoch 2/2... Discriminator Loss: 1.2300... Generator Loss: 0.7581 2286 Epoch 2/2... Discriminator Loss: 1.4592... Generator Loss: 0.4623 2287 Epoch 2/2... Discriminator Loss: 1.2182... Generator Loss: 0.7515 2288 Epoch 2/2... Discriminator Loss: 1.2059... Generator Loss: 0.7629 2289 Epoch 2/2... Discriminator Loss: 1.5024... Generator Loss: 0.4515 2290 Epoch 2/2... Discriminator Loss: 1.2316... Generator Loss: 0.8110 2291 Epoch 2/2... Discriminator Loss: 1.2998... Generator Loss: 0.5856 2292 Epoch 2/2... Discriminator Loss: 1.2987... Generator Loss: 1.0207 2293 Epoch 2/2... Discriminator Loss: 1.4203... Generator Loss: 0.4749 2294 Epoch 2/2... Discriminator Loss: 1.1457... Generator Loss: 0.8832 2295 Epoch 2/2... Discriminator Loss: 1.3892... Generator Loss: 0.5488 2296 Epoch 2/2... Discriminator Loss: 1.2259... Generator Loss: 0.7150 2297 Epoch 2/2... Discriminator Loss: 1.0974... Generator Loss: 0.7878 2298 Epoch 2/2... Discriminator Loss: 1.4113... Generator Loss: 0.5318 2299 Epoch 2/2... Discriminator Loss: 1.0607... Generator Loss: 0.9133 2300 Epoch 2/2... Discriminator Loss: 1.3118... Generator Loss: 0.5657
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Generator Loss: 0.6396 2315 Epoch 2/2... Discriminator Loss: 1.1553... Generator Loss: 0.7415 2316 Epoch 2/2... Discriminator Loss: 1.1505... Generator Loss: 0.7782 2317 Epoch 2/2... Discriminator Loss: 1.0826... Generator Loss: 0.8557 2318 Epoch 2/2... Discriminator Loss: 1.2546... Generator Loss: 0.6156 2319 Epoch 2/2... Discriminator Loss: 1.4542... Generator Loss: 0.5018 2320 Epoch 2/2... Discriminator Loss: 1.2615... Generator Loss: 0.6555 2321 Epoch 2/2... Discriminator Loss: 1.3590... Generator Loss: 0.5229 2322 Epoch 2/2... Discriminator Loss: 0.9971... Generator Loss: 1.1088 2323 Epoch 2/2... Discriminator Loss: 1.4834... Generator Loss: 0.4738 2324 Epoch 2/2... Discriminator Loss: 1.2282... Generator Loss: 0.6652 2325 Epoch 2/2... Discriminator Loss: 1.4774... Generator Loss: 0.5130 2326 Epoch 2/2... Discriminator Loss: 1.3209... Generator Loss: 0.6171 2327 Epoch 2/2... Discriminator Loss: 1.4225... Generator Loss: 0.5245 2328 Epoch 2/2... Discriminator Loss: 1.1446... Generator Loss: 0.8505 2329 Epoch 2/2... Discriminator Loss: 1.2934... Generator Loss: 0.5917 2330 Epoch 2/2... Discriminator Loss: 1.2168... Generator Loss: 0.6816 2331 Epoch 2/2... Discriminator Loss: 1.1619... Generator Loss: 0.6871 2332 Epoch 2/2... Discriminator Loss: 1.1328... Generator Loss: 0.8385 2333 Epoch 2/2... Discriminator Loss: 1.3864... Generator Loss: 0.4994 2334 Epoch 2/2... Discriminator Loss: 1.4216... Generator Loss: 0.5154 2335 Epoch 2/2... Discriminator Loss: 1.1741... Generator Loss: 1.0440 2336 Epoch 2/2... Discriminator Loss: 1.8222... Generator Loss: 0.2855 2337 Epoch 2/2... Discriminator Loss: 1.6390... Generator Loss: 0.4430 2338 Epoch 2/2... Discriminator Loss: 1.2436... Generator Loss: 1.1756 2339 Epoch 2/2... Discriminator Loss: 1.4192... Generator Loss: 0.4973 2340 Epoch 2/2... Discriminator Loss: 1.4596... Generator Loss: 0.4731 2341 Epoch 2/2... Discriminator Loss: 1.2581... Generator Loss: 0.6464 2342 Epoch 2/2... Discriminator Loss: 1.2377... Generator Loss: 0.7735 2343 Epoch 2/2... Discriminator Loss: 1.2590... Generator Loss: 0.6540 2344 Epoch 2/2... Discriminator Loss: 1.1048... Generator Loss: 0.8735 2345 Epoch 2/2... Discriminator Loss: 1.5305... Generator Loss: 0.4136 2346 Epoch 2/2... Discriminator Loss: 1.2549... Generator Loss: 0.9768 2347 Epoch 2/2... Discriminator Loss: 1.1588... Generator Loss: 0.9244 2348 Epoch 2/2... Discriminator Loss: 1.4613... Generator Loss: 0.4205 2349 Epoch 2/2... Discriminator Loss: 1.1671... Generator Loss: 1.0504 2350 Epoch 2/2... Discriminator Loss: 1.4252... Generator Loss: 0.4713 2351 Epoch 2/2... Discriminator Loss: 1.5700... Generator Loss: 0.5015 2352 Epoch 2/2... Discriminator Loss: 1.2023... Generator Loss: 1.0674 2353 Epoch 2/2... Discriminator Loss: 1.6693... Generator Loss: 0.3553 2354 Epoch 2/2... Discriminator Loss: 1.2025... Generator Loss: 1.1043 2355 Epoch 2/2... Discriminator Loss: 1.2818... Generator Loss: 0.6151 2356 Epoch 2/2... Discriminator Loss: 1.7024... Generator Loss: 0.3308 2357 Epoch 2/2... Discriminator Loss: 1.2476... Generator Loss: 1.3289 2358 Epoch 2/2... Discriminator Loss: 1.2749... Generator Loss: 0.5846 2359 Epoch 2/2... Discriminator Loss: 1.5089... Generator Loss: 0.4397 2360 Epoch 2/2... Discriminator Loss: 1.2730... Generator Loss: 1.4537 2361 Epoch 2/2... Discriminator Loss: 1.3605... Generator Loss: 0.5328 2362 Epoch 2/2... Discriminator Loss: 1.2065... Generator Loss: 0.8911 2363 Epoch 2/2... Discriminator Loss: 1.3782... Generator Loss: 0.5154 2364 Epoch 2/2... Discriminator Loss: 1.2772... Generator Loss: 0.7627 2365 Epoch 2/2... Discriminator Loss: 1.0689... Generator Loss: 0.9133 2366 Epoch 2/2... Discriminator Loss: 1.4265... Generator Loss: 0.4978 2367 Epoch 2/2... Discriminator Loss: 1.5418... Generator Loss: 0.4378 2368 Epoch 2/2... Discriminator Loss: 1.2377... Generator Loss: 1.2530 2369 Epoch 2/2... Discriminator Loss: 1.6475... Generator Loss: 0.3767 2370 Epoch 2/2... Discriminator Loss: 1.1283... Generator Loss: 1.0079 2371 Epoch 2/2... Discriminator Loss: 1.1068... Generator Loss: 0.9563 2372 Epoch 2/2... Discriminator Loss: 1.7115... Generator Loss: 0.3358 2373 Epoch 2/2... Discriminator Loss: 1.1963... Generator Loss: 1.0079 2374 Epoch 2/2... Discriminator Loss: 1.4085... Generator Loss: 0.5096 2375 Epoch 2/2... Discriminator Loss: 1.2273... Generator Loss: 0.6712 2376 Epoch 2/2... Discriminator Loss: 1.3571... Generator Loss: 0.7838 2377 Epoch 2/2... Discriminator Loss: 1.3215... Generator Loss: 0.5490 2378 Epoch 2/2... Discriminator Loss: 1.3334... Generator Loss: 0.6217 2379 Epoch 2/2... Discriminator Loss: 1.3817... Generator Loss: 0.5175 2380 Epoch 2/2... Discriminator Loss: 1.2407... Generator Loss: 0.6633 2381 Epoch 2/2... Discriminator Loss: 1.1409... Generator Loss: 0.8664 2382 Epoch 2/2... Discriminator Loss: 1.1706... Generator Loss: 0.7348 2383 Epoch 2/2... Discriminator Loss: 1.2573... Generator Loss: 0.5830 2384 Epoch 2/2... Discriminator Loss: 1.2055... Generator Loss: 0.7321 2385 Epoch 2/2... Discriminator Loss: 1.3229... Generator Loss: 0.5797 2386 Epoch 2/2... Discriminator Loss: 1.2066... Generator Loss: 0.7233 2387 Epoch 2/2... Discriminator Loss: 1.5740... Generator Loss: 0.4237 2388 Epoch 2/2... Discriminator Loss: 1.3351... Generator Loss: 0.6004 2389 Epoch 2/2... Discriminator Loss: 1.0976... Generator Loss: 0.9711 2390 Epoch 2/2... Discriminator Loss: 1.6388... Generator Loss: 0.3846 2391 Epoch 2/2... Discriminator Loss: 1.6552... Generator Loss: 1.7857 2392 Epoch 2/2... Discriminator Loss: 1.4640... Generator Loss: 0.4537 2393 Epoch 2/2... Discriminator Loss: 1.3147... Generator Loss: 0.5534 2394 Epoch 2/2... Discriminator Loss: 1.2957... Generator Loss: 0.9924 2395 Epoch 2/2... Discriminator Loss: 1.3623... Generator Loss: 0.5191 2396 Epoch 2/2... Discriminator Loss: 1.8238... Generator Loss: 0.2957 2397 Epoch 2/2... Discriminator Loss: 1.3842... Generator Loss: 1.5384 2398 Epoch 2/2... Discriminator Loss: 1.7718... Generator Loss: 0.3183 2399 Epoch 2/2... Discriminator Loss: 1.2111... Generator Loss: 0.9158 2400 Epoch 2/2... Discriminator Loss: 1.2324... Generator Loss: 0.7487
2401 Epoch 2/2... Discriminator Loss: 1.2365... Generator Loss: 0.6688 2402 Epoch 2/2... Discriminator Loss: 1.2556... Generator Loss: 0.6310 2403 Epoch 2/2... Discriminator Loss: 1.3815... Generator Loss: 0.5833 2404 Epoch 2/2... Discriminator Loss: 1.0545... Generator Loss: 1.1224 2405 Epoch 2/2... Discriminator Loss: 1.6722... Generator Loss: 0.3514 2406 Epoch 2/2... Discriminator Loss: 1.0975... Generator Loss: 1.4084 2407 Epoch 2/2... Discriminator Loss: 1.0649... Generator Loss: 1.0217 2408 Epoch 2/2... Discriminator Loss: 1.6824... Generator Loss: 0.3528 2409 Epoch 2/2... Discriminator Loss: 1.1471... Generator Loss: 1.0715 2410 Epoch 2/2... Discriminator Loss: 1.3345... Generator Loss: 0.6121 2411 Epoch 2/2... Discriminator Loss: 1.4777... Generator Loss: 0.4277 2412 Epoch 2/2... Discriminator Loss: 1.3044... Generator Loss: 0.9718 2413 Epoch 2/2... Discriminator Loss: 1.3232... Generator Loss: 0.5782 2414 Epoch 2/2... Discriminator Loss: 1.1207... Generator Loss: 0.7780 2415 Epoch 2/2... Discriminator Loss: 1.2016... Generator Loss: 0.7585 2416 Epoch 2/2... Discriminator Loss: 1.3600... Generator Loss: 0.5149 2417 Epoch 2/2... Discriminator Loss: 1.1474... Generator Loss: 0.7673 2418 Epoch 2/2... Discriminator Loss: 1.1829... Generator Loss: 0.7161 2419 Epoch 2/2... Discriminator Loss: 1.3081... Generator Loss: 0.6574 2420 Epoch 2/2... Discriminator Loss: 1.4542... Generator Loss: 0.4408 2421 Epoch 2/2... Discriminator Loss: 1.2074... Generator Loss: 0.8992 2422 Epoch 2/2... Discriminator Loss: 1.4614... Generator Loss: 0.4601 2423 Epoch 2/2... Discriminator Loss: 1.1519... Generator Loss: 0.9250 2424 Epoch 2/2... Discriminator Loss: 1.0653... Generator Loss: 1.0992 2425 Epoch 2/2... Discriminator Loss: 2.1348... Generator Loss: 0.2072 2426 Epoch 2/2... Discriminator Loss: 1.1135... Generator Loss: 1.5926 2427 Epoch 2/2... Discriminator Loss: 1.0925... Generator Loss: 0.8437 2428 Epoch 2/2... Discriminator Loss: 1.5407... Generator Loss: 0.4027 2429 Epoch 2/2... Discriminator Loss: 1.2764... Generator Loss: 0.6843 2430 Epoch 2/2... Discriminator Loss: 1.4785... Generator Loss: 0.4841 2431 Epoch 2/2... Discriminator Loss: 1.2191... Generator Loss: 0.6926 2432 Epoch 2/2... Discriminator Loss: 1.1394... Generator Loss: 0.9941 2433 Epoch 2/2... Discriminator Loss: 1.3923... Generator Loss: 0.5063 2434 Epoch 2/2... Discriminator Loss: 1.3945... Generator Loss: 0.5665 2435 Epoch 2/2... Discriminator Loss: 1.2787... Generator Loss: 0.7192 2436 Epoch 2/2... Discriminator Loss: 1.4044... Generator Loss: 0.4614 2437 Epoch 2/2... Discriminator Loss: 1.1162... Generator Loss: 0.8469 2438 Epoch 2/2... Discriminator Loss: 1.3155... Generator Loss: 0.6287 2439 Epoch 2/2... Discriminator Loss: 1.4148... Generator Loss: 0.4762 2440 Epoch 2/2... Discriminator Loss: 1.1723... Generator Loss: 1.0913 2441 Epoch 2/2... Discriminator Loss: 1.9124... Generator Loss: 0.2601 2442 Epoch 2/2... Discriminator Loss: 1.1321... Generator Loss: 1.4612 2443 Epoch 2/2... Discriminator Loss: 1.3629... Generator Loss: 0.5456 2444 Epoch 2/2... Discriminator Loss: 1.5263... Generator Loss: 0.4320 2445 Epoch 2/2... Discriminator Loss: 1.1196... Generator Loss: 1.1017 2446 Epoch 2/2... Discriminator Loss: 1.5076... Generator Loss: 0.4294 2447 Epoch 2/2... Discriminator Loss: 1.1221... Generator Loss: 0.9184 2448 Epoch 2/2... Discriminator Loss: 1.3765... Generator Loss: 0.6206 2449 Epoch 2/2... Discriminator Loss: 1.2503... Generator Loss: 0.6835 2450 Epoch 2/2... Discriminator Loss: 1.3637... Generator Loss: 0.6257 2451 Epoch 2/2... Discriminator Loss: 1.2872... Generator Loss: 0.6611 2452 Epoch 2/2... Discriminator Loss: 1.2765... Generator Loss: 0.6060 2453 Epoch 2/2... Discriminator Loss: 1.2042... Generator Loss: 0.7207 2454 Epoch 2/2... Discriminator Loss: 1.2748... Generator Loss: 0.6731 2455 Epoch 2/2... Discriminator Loss: 1.6155... Generator Loss: 0.3594 2456 Epoch 2/2... Discriminator Loss: 1.3206... Generator Loss: 0.9324 2457 Epoch 2/2... Discriminator Loss: 1.2430... Generator Loss: 0.7218 2458 Epoch 2/2... Discriminator Loss: 1.7958... Generator Loss: 0.2862 2459 Epoch 2/2... Discriminator Loss: 1.2608... Generator Loss: 1.0973 2460 Epoch 2/2... Discriminator Loss: 1.5073... Generator Loss: 0.4281 2461 Epoch 2/2... Discriminator Loss: 1.1230... Generator Loss: 1.0377 2462 Epoch 2/2... Discriminator Loss: 1.3105... Generator Loss: 0.5615 2463 Epoch 2/2... Discriminator Loss: 1.1119... Generator Loss: 0.8784 2464 Epoch 2/2... Discriminator Loss: 1.0436... Generator Loss: 0.8720 2465 Epoch 2/2... Discriminator Loss: 1.1721... Generator Loss: 0.6429 2466 Epoch 2/2... Discriminator Loss: 1.2736... Generator Loss: 0.7152 2467 Epoch 2/2... Discriminator Loss: 1.2285... Generator Loss: 0.6244 2468 Epoch 2/2... Discriminator Loss: 1.2196... Generator Loss: 0.8217 2469 Epoch 2/2... Discriminator Loss: 1.1372... Generator Loss: 0.7697 2470 Epoch 2/2... Discriminator Loss: 1.8970... Generator Loss: 0.2575 2471 Epoch 2/2... Discriminator Loss: 1.1680... Generator Loss: 1.3650 2472 Epoch 2/2... Discriminator Loss: 1.0820... Generator Loss: 0.9089 2473 Epoch 2/2... Discriminator Loss: 1.5511... Generator Loss: 0.3816 2474 Epoch 2/2... Discriminator Loss: 1.1662... Generator Loss: 0.9512 2475 Epoch 2/2... Discriminator Loss: 1.4454... Generator Loss: 0.4825 2476 Epoch 2/2... Discriminator Loss: 1.3851... Generator Loss: 0.5919 2477 Epoch 2/2... Discriminator Loss: 1.3987... Generator Loss: 0.5056 2478 Epoch 2/2... Discriminator Loss: 1.1989... Generator Loss: 0.8423 2479 Epoch 2/2... Discriminator Loss: 1.2482... Generator Loss: 0.6982 2480 Epoch 2/2... Discriminator Loss: 1.2625... Generator Loss: 0.6418 2481 Epoch 2/2... Discriminator Loss: 1.3946... Generator Loss: 0.5702 2482 Epoch 2/2... Discriminator Loss: 1.1845... Generator Loss: 0.8585 2483 Epoch 2/2... Discriminator Loss: 1.2943... Generator Loss: 0.5534 2484 Epoch 2/2... Discriminator Loss: 1.1436... Generator Loss: 1.0436 2485 Epoch 2/2... Discriminator Loss: 1.5194... Generator Loss: 0.4285 2486 Epoch 2/2... Discriminator Loss: 1.2134... Generator Loss: 0.8645 2487 Epoch 2/2... Discriminator Loss: 1.3981... Generator Loss: 0.5987 2488 Epoch 2/2... Discriminator Loss: 1.7959... Generator Loss: 0.2982 2489 Epoch 2/2... Discriminator Loss: 1.3365... Generator Loss: 0.8626 2490 Epoch 2/2... Discriminator Loss: 1.1783... Generator Loss: 0.6971 2491 Epoch 2/2... Discriminator Loss: 1.1954... Generator Loss: 0.6779 2492 Epoch 2/2... Discriminator Loss: 1.3030... Generator Loss: 0.6279 2493 Epoch 2/2... Discriminator Loss: 1.2890... Generator Loss: 0.6082 2494 Epoch 2/2... Discriminator Loss: 1.2052... Generator Loss: 0.7013 2495 Epoch 2/2... Discriminator Loss: 1.4274... Generator Loss: 0.5327 2496 Epoch 2/2... Discriminator Loss: 1.2178... Generator Loss: 0.7608 2497 Epoch 2/2... Discriminator Loss: 1.6253... Generator Loss: 0.3773 2498 Epoch 2/2... Discriminator Loss: 1.3858... Generator Loss: 0.7401 2499 Epoch 2/2... Discriminator Loss: 1.7754... Generator Loss: 0.3134 2500 Epoch 2/2... Discriminator Loss: 1.3469... Generator Loss: 1.2280
2501 Epoch 2/2... Discriminator Loss: 1.2521... Generator Loss: 0.6527 2502 Epoch 2/2... Discriminator Loss: 1.3837... Generator Loss: 0.5084 2503 Epoch 2/2... Discriminator Loss: 1.2385... Generator Loss: 1.0235 2504 Epoch 2/2... Discriminator Loss: 1.5149... Generator Loss: 0.4487 2505 Epoch 2/2... Discriminator Loss: 1.1424... Generator Loss: 0.7372 2506 Epoch 2/2... Discriminator Loss: 1.2567... Generator Loss: 0.6833 2507 Epoch 2/2... Discriminator Loss: 1.2412... Generator Loss: 0.6608 2508 Epoch 2/2... Discriminator Loss: 1.0238... Generator Loss: 1.0777 2509 Epoch 2/2... Discriminator Loss: 1.7533... Generator Loss: 0.3217 2510 Epoch 2/2... Discriminator Loss: 1.0445... Generator Loss: 1.2116 2511 Epoch 2/2... Discriminator Loss: 1.3734... Generator Loss: 0.5371 2512 Epoch 2/2... Discriminator Loss: 1.2978... Generator Loss: 0.5865 2513 Epoch 2/2... Discriminator Loss: 1.1312... Generator Loss: 1.2576 2514 Epoch 2/2... Discriminator Loss: 1.4009... Generator Loss: 0.4814 2515 Epoch 2/2... Discriminator Loss: 1.3653... Generator Loss: 0.5233 2516 Epoch 2/2... Discriminator Loss: 1.2973... Generator Loss: 0.9798 2517 Epoch 2/2... Discriminator Loss: 1.7835... Generator Loss: 0.3102 2518 Epoch 2/2... Discriminator Loss: 1.4398... Generator Loss: 1.6328 2519 Epoch 2/2... Discriminator Loss: 1.6067... Generator Loss: 0.4188 2520 Epoch 2/2... Discriminator Loss: 1.3924... Generator Loss: 0.5355 2521 Epoch 2/2... Discriminator Loss: 1.2284... Generator Loss: 1.3018 2522 Epoch 2/2... Discriminator Loss: 1.7473... Generator Loss: 0.3283 2523 Epoch 2/2... Discriminator Loss: 1.1816... Generator Loss: 1.3414 2524 Epoch 2/2... Discriminator Loss: 1.3815... Generator Loss: 0.5310 2525 Epoch 2/2... Discriminator Loss: 1.1570... Generator Loss: 0.8690 2526 Epoch 2/2... Discriminator Loss: 1.1700... Generator Loss: 0.6587 2527 Epoch 2/2... Discriminator Loss: 1.2217... Generator Loss: 0.7604 2528 Epoch 2/2... Discriminator Loss: 1.4545... Generator Loss: 0.7290 2529 Epoch 2/2... Discriminator Loss: 1.9420... Generator Loss: 0.2521 2530 Epoch 2/2... Discriminator Loss: 1.0679... Generator Loss: 0.9562 2531 Epoch 2/2... Discriminator Loss: 1.0296... Generator Loss: 1.0530 2532 Epoch 2/2... Discriminator Loss: 1.4964... Generator Loss: 0.4771 2533 Epoch 2/2... Discriminator Loss: 1.3467... Generator Loss: 0.6276 2534 Epoch 2/2... Discriminator Loss: 1.3644... Generator Loss: 0.6527 2535 Epoch 2/2... Discriminator Loss: 1.1323... Generator Loss: 0.7120 2536 Epoch 2/2... Discriminator Loss: 1.0902... Generator Loss: 0.9191 2537 Epoch 2/2... Discriminator Loss: 1.7971... Generator Loss: 0.2988 2538 Epoch 2/2... Discriminator Loss: 1.3207... Generator Loss: 1.2901 2539 Epoch 2/2... Discriminator Loss: 1.4851... Generator Loss: 0.4703 2540 Epoch 2/2... Discriminator Loss: 1.2590... Generator Loss: 0.6702 2541 Epoch 2/2... Discriminator Loss: 1.2376... Generator Loss: 0.7789 2542 Epoch 2/2... Discriminator Loss: 1.3238... Generator Loss: 0.6227 2543 Epoch 2/2... Discriminator Loss: 1.5100... Generator Loss: 0.4403 2544 Epoch 2/2... Discriminator Loss: 1.3240... Generator Loss: 0.6830 2545 Epoch 2/2... Discriminator Loss: 1.2420... Generator Loss: 0.6776 2546 Epoch 2/2... Discriminator Loss: 1.3634... Generator Loss: 0.5715 2547 Epoch 2/2... Discriminator Loss: 1.1462... Generator Loss: 1.1160 2548 Epoch 2/2... Discriminator Loss: 1.2906... Generator Loss: 0.5894 2549 Epoch 2/2... Discriminator Loss: 1.3409... Generator Loss: 0.6850 2550 Epoch 2/2... Discriminator Loss: 1.1337... Generator Loss: 0.7833 2551 Epoch 2/2... Discriminator Loss: 1.2476... Generator Loss: 0.6481 2552 Epoch 2/2... Discriminator Loss: 1.2203... Generator Loss: 0.8678 2553 Epoch 2/2... Discriminator Loss: 1.5638... Generator Loss: 0.3919 2554 Epoch 2/2... Discriminator Loss: 1.1676... Generator Loss: 0.8504 2555 Epoch 2/2... Discriminator Loss: 1.8712... Generator Loss: 0.2658 2556 Epoch 2/2... Discriminator Loss: 1.4306... Generator Loss: 1.5280 2557 Epoch 2/2... Discriminator Loss: 1.4247... Generator Loss: 0.4951 2558 Epoch 2/2... Discriminator Loss: 1.2401... Generator Loss: 0.6850 2559 Epoch 2/2... Discriminator Loss: 1.1655... Generator Loss: 1.1650 2560 Epoch 2/2... Discriminator Loss: 1.8414... Generator Loss: 0.3067 2561 Epoch 2/2... Discriminator Loss: 1.2917... Generator Loss: 1.0068 2562 Epoch 2/2... Discriminator Loss: 1.2385... Generator Loss: 0.9550 2563 Epoch 2/2... Discriminator Loss: 1.6631... Generator Loss: 0.3676 2564 Epoch 2/2... Discriminator Loss: 1.0199... Generator Loss: 1.1823 2565 Epoch 2/2... Discriminator Loss: 1.3228... Generator Loss: 0.6114 2566 Epoch 2/2... Discriminator Loss: 1.2944... Generator Loss: 0.5851 2567 Epoch 2/2... Discriminator Loss: 1.4145... Generator Loss: 0.5713 2568 Epoch 2/2... Discriminator Loss: 1.1479... Generator Loss: 0.8873 2569 Epoch 2/2... Discriminator Loss: 1.4194... Generator Loss: 0.5071 2570 Epoch 2/2... Discriminator Loss: 1.2931... Generator Loss: 0.7098 2571 Epoch 2/2... Discriminator Loss: 1.1559... Generator Loss: 1.0097 2572 Epoch 2/2... Discriminator Loss: 1.4225... Generator Loss: 0.4717 2573 Epoch 2/2... Discriminator Loss: 1.1203... Generator Loss: 0.8360 2574 Epoch 2/2... Discriminator Loss: 1.1520... Generator Loss: 0.8818 2575 Epoch 2/2... Discriminator Loss: 1.6785... Generator Loss: 0.3418 2576 Epoch 2/2... Discriminator Loss: 1.1242... Generator Loss: 1.0653 2577 Epoch 2/2... Discriminator Loss: 1.2395... Generator Loss: 0.6381 2578 Epoch 2/2... Discriminator Loss: 1.4926... Generator Loss: 0.4718 2579 Epoch 2/2... Discriminator Loss: 0.9126... Generator Loss: 1.2566 2580 Epoch 2/2... Discriminator Loss: 1.0706... Generator Loss: 0.8572 2581 Epoch 2/2... Discriminator Loss: 1.5859... Generator Loss: 0.4202 2582 Epoch 2/2... Discriminator Loss: 1.2769... Generator Loss: 0.6642 2583 Epoch 2/2... Discriminator Loss: 1.1005... Generator Loss: 1.0790 2584 Epoch 2/2... Discriminator Loss: 1.8869... Generator Loss: 0.2910 2585 Epoch 2/2... Discriminator Loss: 1.0780... Generator Loss: 1.2040 2586 Epoch 2/2... Discriminator Loss: 1.0573... Generator Loss: 0.9643 2587 Epoch 2/2... Discriminator Loss: 1.7916... Generator Loss: 0.3231 2588 Epoch 2/2... Discriminator Loss: 1.3812... Generator Loss: 1.0641 2589 Epoch 2/2... Discriminator Loss: 1.5850... Generator Loss: 0.4307 2590 Epoch 2/2... Discriminator Loss: 1.2246... Generator Loss: 0.7101 2591 Epoch 2/2... Discriminator Loss: 1.3092... Generator Loss: 0.6476 2592 Epoch 2/2... Discriminator Loss: 1.2401... Generator Loss: 1.0786 2593 Epoch 2/2... Discriminator Loss: 1.7981... Generator Loss: 0.3199 2594 Epoch 2/2... Discriminator Loss: 1.0684... Generator Loss: 1.2616 2595 Epoch 2/2... Discriminator Loss: 1.5460... Generator Loss: 0.4271 2596 Epoch 2/2... Discriminator Loss: 1.3419... Generator Loss: 0.5719 2597 Epoch 2/2... Discriminator Loss: 1.2857... Generator Loss: 0.7105 2598 Epoch 2/2... Discriminator Loss: 1.3153... Generator Loss: 0.5977 2599 Epoch 2/2... Discriminator Loss: 1.2679... Generator Loss: 0.6799 2600 Epoch 2/2... Discriminator Loss: 1.0745... Generator Loss: 0.8879
2601 Epoch 2/2... Discriminator Loss: 1.4124... Generator Loss: 0.5374 2602 Epoch 2/2... Discriminator Loss: 1.2371... Generator Loss: 0.7255 2603 Epoch 2/2... Discriminator Loss: 1.3660... Generator Loss: 0.6359 2604 Epoch 2/2... Discriminator Loss: 1.0915... Generator Loss: 0.7404 2605 Epoch 2/2... Discriminator Loss: 1.3971... Generator Loss: 0.5590 2606 Epoch 2/2... Discriminator Loss: 1.1504... Generator Loss: 1.0006 2607 Epoch 2/2... Discriminator Loss: 1.6553... Generator Loss: 0.3471 2608 Epoch 2/2... Discriminator Loss: 1.2615... Generator Loss: 0.8548 2609 Epoch 2/2... Discriminator Loss: 1.2544... Generator Loss: 0.7845 2610 Epoch 2/2... Discriminator Loss: 1.1243... Generator Loss: 0.9401 2611 Epoch 2/2... Discriminator Loss: 1.7258... Generator Loss: 0.3341 2612 Epoch 2/2... Discriminator Loss: 1.1813... Generator Loss: 1.2764 2613 Epoch 2/2... Discriminator Loss: 1.5978... Generator Loss: 0.4041 2614 Epoch 2/2... Discriminator Loss: 1.1785... Generator Loss: 0.7427 2615 Epoch 2/2... Discriminator Loss: 1.1429... Generator Loss: 1.1647 2616 Epoch 2/2... Discriminator Loss: 1.5534... Generator Loss: 0.3945 2617 Epoch 2/2... Discriminator Loss: 1.1401... Generator Loss: 1.0905 2618 Epoch 2/2... Discriminator Loss: 1.6748... Generator Loss: 0.3575 2619 Epoch 2/2... Discriminator Loss: 1.0875... Generator Loss: 0.9560 2620 Epoch 2/2... Discriminator Loss: 1.3098... Generator Loss: 0.6695 2621 Epoch 2/2... Discriminator Loss: 1.0822... Generator Loss: 0.7650 2622 Epoch 2/2... Discriminator Loss: 1.1358... Generator Loss: 0.8232 2623 Epoch 2/2... Discriminator Loss: 1.5344... Generator Loss: 0.4249 2624 Epoch 2/2... Discriminator Loss: 1.2067... Generator Loss: 0.8802 2625 Epoch 2/2... Discriminator Loss: 1.2822... Generator Loss: 0.6983 2626 Epoch 2/2... Discriminator Loss: 1.1508... Generator Loss: 0.7426 2627 Epoch 2/2... Discriminator Loss: 1.5001... Generator Loss: 0.4307 2628 Epoch 2/2... Discriminator Loss: 1.6110... Generator Loss: 0.4913 2629 Epoch 2/2... Discriminator Loss: 1.2679... Generator Loss: 0.6671 2630 Epoch 2/2... Discriminator Loss: 1.3483... Generator Loss: 0.6083 2631 Epoch 2/2... Discriminator Loss: 1.2333... Generator Loss: 0.6790 2632 Epoch 2/2... Discriminator Loss: 1.7470... Generator Loss: 0.3162 2633 Epoch 2/2... Discriminator Loss: 1.2322... Generator Loss: 1.1325 2634 Epoch 2/2... Discriminator Loss: 1.0271... Generator Loss: 0.9088 2635 Epoch 2/2... Discriminator Loss: 1.6965... Generator Loss: 0.3383 2636 Epoch 2/2... Discriminator Loss: 1.1929... Generator Loss: 1.5669 2637 Epoch 2/2... Discriminator Loss: 1.3603... Generator Loss: 0.5380 2638 Epoch 2/2... Discriminator Loss: 1.8056... Generator Loss: 0.3022 2639 Epoch 2/2... Discriminator Loss: 1.2685... Generator Loss: 0.9322 2640 Epoch 2/2... Discriminator Loss: 1.3607... Generator Loss: 0.5774 2641 Epoch 2/2... Discriminator Loss: 1.3586... Generator Loss: 0.5328 2642 Epoch 2/2... Discriminator Loss: 1.3319... Generator Loss: 0.6075 2643 Epoch 2/2... Discriminator Loss: 1.0716... Generator Loss: 1.0383 2644 Epoch 2/2... Discriminator Loss: 1.4126... Generator Loss: 0.4937 2645 Epoch 2/2... Discriminator Loss: 1.2757... Generator Loss: 0.9236 2646 Epoch 2/2... Discriminator Loss: 1.5629... Generator Loss: 0.4239 2647 Epoch 2/2... Discriminator Loss: 1.4310... Generator Loss: 0.5177 2648 Epoch 2/2... Discriminator Loss: 1.3159... Generator Loss: 0.6343 2649 Epoch 2/2... Discriminator Loss: 1.0624... Generator Loss: 0.8729 2650 Epoch 2/2... Discriminator Loss: 1.6017... Generator Loss: 0.3876 2651 Epoch 2/2... Discriminator Loss: 1.3321... Generator Loss: 0.8077 2652 Epoch 2/2... Discriminator Loss: 1.2654... Generator Loss: 0.6737 2653 Epoch 2/2... Discriminator Loss: 1.5097... Generator Loss: 0.4357 2654 Epoch 2/2... Discriminator Loss: 1.2213... Generator Loss: 0.6696 2655 Epoch 2/2... Discriminator Loss: 1.2522... Generator Loss: 0.6187 2656 Epoch 2/2... Discriminator Loss: 1.2453... Generator Loss: 0.6448 2657 Epoch 2/2... Discriminator Loss: 1.2862... Generator Loss: 0.6236 2658 Epoch 2/2... Discriminator Loss: 1.1267... Generator Loss: 1.0458 2659 Epoch 2/2... Discriminator Loss: 1.4611... Generator Loss: 0.4449 2660 Epoch 2/2... Discriminator Loss: 1.3865... Generator Loss: 0.4941 2661 Epoch 2/2... Discriminator Loss: 1.1171... Generator Loss: 0.8519 2662 Epoch 2/2... Discriminator Loss: 1.3642... Generator Loss: 0.6003 2663 Epoch 2/2... Discriminator Loss: 1.1563... Generator Loss: 0.8149 2664 Epoch 2/2... Discriminator Loss: 1.1954... Generator Loss: 0.6417 2665 Epoch 2/2... Discriminator Loss: 1.0868... Generator Loss: 0.8616 2666 Epoch 2/2... Discriminator Loss: 1.7855... Generator Loss: 0.3189 2667 Epoch 2/2... Discriminator Loss: 1.1632... Generator Loss: 1.5245 2668 Epoch 2/2... Discriminator Loss: 1.5012... Generator Loss: 0.4677 2669 Epoch 2/2... Discriminator Loss: 0.9767... Generator Loss: 1.0725 2670 Epoch 2/2... Discriminator Loss: 1.1742... Generator Loss: 0.7159 2671 Epoch 2/2... Discriminator Loss: 1.2505... Generator Loss: 0.7779 2672 Epoch 2/2... Discriminator Loss: 1.4064... Generator Loss: 0.5630 2673 Epoch 2/2... Discriminator Loss: 1.4858... Generator Loss: 0.4780 2674 Epoch 2/2... Discriminator Loss: 1.3193... Generator Loss: 1.0384 2675 Epoch 2/2... Discriminator Loss: 1.6018... Generator Loss: 0.3875 2676 Epoch 2/2... Discriminator Loss: 1.2286... Generator Loss: 0.8349 2677 Epoch 2/2... Discriminator Loss: 1.2216... Generator Loss: 0.6722 2678 Epoch 2/2... Discriminator Loss: 1.2528... Generator Loss: 0.6708 2679 Epoch 2/2... Discriminator Loss: 1.2122... Generator Loss: 0.6970 2680 Epoch 2/2... Discriminator Loss: 1.3723... Generator Loss: 0.5707 2681 Epoch 2/2... Discriminator Loss: 1.4741... Generator Loss: 0.4690 2682 Epoch 2/2... Discriminator Loss: 1.2156... Generator Loss: 0.8345 2683 Epoch 2/2... Discriminator Loss: 1.2524... Generator Loss: 0.7886 2684 Epoch 2/2... Discriminator Loss: 1.8920... Generator Loss: 0.2745 2685 Epoch 2/2... Discriminator Loss: 1.3715... Generator Loss: 1.5650 2686 Epoch 2/2... Discriminator Loss: 1.0757... Generator Loss: 0.7410 2687 Epoch 2/2... Discriminator Loss: 1.4040... Generator Loss: 0.4919 2688 Epoch 2/2... Discriminator Loss: 1.1225... Generator Loss: 0.8176 2689 Epoch 2/2... Discriminator Loss: 1.3621... Generator Loss: 0.6907 2690 Epoch 2/2... Discriminator Loss: 1.4754... Generator Loss: 0.5112 2691 Epoch 2/2... Discriminator Loss: 1.0909... Generator Loss: 0.7414 2692 Epoch 2/2... Discriminator Loss: 1.2828... Generator Loss: 0.5899 2693 Epoch 2/2... Discriminator Loss: 1.3121... Generator Loss: 0.6432 2694 Epoch 2/2... Discriminator Loss: 1.0741... Generator Loss: 0.9412 2695 Epoch 2/2... Discriminator Loss: 1.2412... Generator Loss: 0.6244 2696 Epoch 2/2... Discriminator Loss: 1.5105... Generator Loss: 0.4450 2697 Epoch 2/2... Discriminator Loss: 1.3370... Generator Loss: 0.6245 2698 Epoch 2/2... Discriminator Loss: 1.3342... 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2701 Epoch 2/2... Discriminator Loss: 1.3101... Generator Loss: 0.7167 2702 Epoch 2/2... Discriminator Loss: 1.3543... Generator Loss: 0.5460 2703 Epoch 2/2... Discriminator Loss: 1.1806... Generator Loss: 0.8391 2704 Epoch 2/2... Discriminator Loss: 1.6309... Generator Loss: 0.3427 2705 Epoch 2/2... Discriminator Loss: 1.5335... Generator Loss: 0.4235 2706 Epoch 2/2... Discriminator Loss: 1.5662... Generator Loss: 0.4486 2707 Epoch 2/2... Discriminator Loss: 1.0422... Generator Loss: 0.9757 2708 Epoch 2/2... Discriminator Loss: 1.2652... Generator Loss: 0.7193 2709 Epoch 2/2... Discriminator Loss: 1.9882... Generator Loss: 0.2463 2710 Epoch 2/2... Discriminator Loss: 1.3575... Generator Loss: 1.3653 2711 Epoch 2/2... Discriminator Loss: 1.5431... Generator Loss: 0.4292 2712 Epoch 2/2... Discriminator Loss: 1.3928... Generator Loss: 0.5821 2713 Epoch 2/2... Discriminator Loss: 1.3092... Generator Loss: 0.6532 2714 Epoch 2/2... Discriminator Loss: 1.0976... Generator Loss: 0.8878 2715 Epoch 2/2... Discriminator Loss: 1.3139... Generator Loss: 0.5612 2716 Epoch 2/2... Discriminator Loss: 1.2363... Generator Loss: 0.7529 2717 Epoch 2/2... Discriminator Loss: 1.2879... Generator Loss: 0.7405 2718 Epoch 2/2... Discriminator Loss: 1.5225... Generator Loss: 0.4428 2719 Epoch 2/2... Discriminator Loss: 1.1436... Generator Loss: 1.2030 2720 Epoch 2/2... Discriminator Loss: 1.2608... Generator Loss: 0.6092 2721 Epoch 2/2... Discriminator Loss: 1.5435... Generator Loss: 0.4252 2722 Epoch 2/2... Discriminator Loss: 1.4307... Generator Loss: 1.3722 2723 Epoch 2/2... Discriminator Loss: 1.7582... Generator Loss: 0.3231 2724 Epoch 2/2... Discriminator Loss: 1.2191... Generator Loss: 0.6593 2725 Epoch 2/2... Discriminator Loss: 1.0588... Generator Loss: 0.9355 2726 Epoch 2/2... Discriminator Loss: 1.3095... Generator Loss: 0.5789 2727 Epoch 2/2... Discriminator Loss: 1.3853... Generator Loss: 0.5546 2728 Epoch 2/2... Discriminator Loss: 1.2722... Generator Loss: 0.6959 2729 Epoch 2/2... Discriminator Loss: 1.2618... Generator Loss: 0.6256 2730 Epoch 2/2... Discriminator Loss: 1.1292... Generator Loss: 1.0957 2731 Epoch 2/2... Discriminator Loss: 1.6336... Generator Loss: 0.3500 2732 Epoch 2/2... Discriminator Loss: 1.3465... Generator Loss: 0.6394 2733 Epoch 2/2... Discriminator Loss: 1.1708... Generator Loss: 0.8001 2734 Epoch 2/2... Discriminator Loss: 1.4441... Generator Loss: 0.4799 2735 Epoch 2/2... Discriminator Loss: 1.0215... Generator Loss: 0.8656 2736 Epoch 2/2... Discriminator Loss: 1.2877... Generator Loss: 0.5557 2737 Epoch 2/2... Discriminator Loss: 1.2194... Generator Loss: 0.7392 2738 Epoch 2/2... Discriminator Loss: 1.4739... Generator Loss: 0.4535 2739 Epoch 2/2... Discriminator Loss: 1.3534... Generator Loss: 0.8524 2740 Epoch 2/2... Discriminator Loss: 1.7376... Generator Loss: 0.3234 2741 Epoch 2/2... Discriminator Loss: 1.1154... Generator Loss: 1.0601 2742 Epoch 2/2... Discriminator Loss: 1.4312... Generator Loss: 0.4963 2743 Epoch 2/2... Discriminator Loss: 1.2470... Generator Loss: 0.7023 2744 Epoch 2/2... Discriminator Loss: 1.3730... Generator Loss: 0.5890 2745 Epoch 2/2... Discriminator Loss: 1.5563... Generator Loss: 0.3951 2746 Epoch 2/2... Discriminator Loss: 1.2561... Generator Loss: 0.8798 2747 Epoch 2/2... Discriminator Loss: 1.2157... Generator Loss: 0.6913 2748 Epoch 2/2... Discriminator Loss: 1.1876... Generator Loss: 0.7561 2749 Epoch 2/2... Discriminator Loss: 1.4586... Generator Loss: 0.4496 2750 Epoch 2/2... Discriminator Loss: 1.3238... Generator Loss: 0.6192 2751 Epoch 2/2... Discriminator Loss: 1.0788... Generator Loss: 0.9246 2752 Epoch 2/2... Discriminator Loss: 0.9853... Generator Loss: 0.8970 2753 Epoch 2/2... Discriminator Loss: 1.5351... Generator Loss: 0.4139 2754 Epoch 2/2... Discriminator Loss: 1.2780... Generator Loss: 0.5919 2755 Epoch 2/2... Discriminator Loss: 1.2556... Generator Loss: 0.7667 2756 Epoch 2/2... Discriminator Loss: 1.2637... Generator Loss: 0.6665 2757 Epoch 2/2... Discriminator Loss: 1.1163... Generator Loss: 0.8202 2758 Epoch 2/2... Discriminator Loss: 1.7291... Generator Loss: 0.3245 2759 Epoch 2/2... Discriminator Loss: 1.2613... Generator Loss: 0.9965 2760 Epoch 2/2... Discriminator Loss: 1.5121... Generator Loss: 0.4600 2761 Epoch 2/2... Discriminator Loss: 1.5759... Generator Loss: 0.4504 2762 Epoch 2/2... Discriminator Loss: 1.2715... Generator Loss: 1.1932 2763 Epoch 2/2... Discriminator Loss: 1.3926... Generator Loss: 0.4966 2764 Epoch 2/2... Discriminator Loss: 1.2449... Generator Loss: 0.6603 2765 Epoch 2/2... Discriminator Loss: 1.3877... Generator Loss: 0.5149 2766 Epoch 2/2... Discriminator Loss: 1.2359... Generator Loss: 0.9498 2767 Epoch 2/2... Discriminator Loss: 1.3413... Generator Loss: 0.5176 2768 Epoch 2/2... Discriminator Loss: 1.1371... Generator Loss: 0.8040 2769 Epoch 2/2... Discriminator Loss: 1.2146... Generator Loss: 0.6393 2770 Epoch 2/2... Discriminator Loss: 1.4421... Generator Loss: 0.5135 2771 Epoch 2/2... Discriminator Loss: 1.2162... Generator Loss: 0.7870 2772 Epoch 2/2... Discriminator Loss: 1.3721... Generator Loss: 0.5574 2773 Epoch 2/2... Discriminator Loss: 1.3579... Generator Loss: 0.5815 2774 Epoch 2/2... Discriminator Loss: 1.6349... Generator Loss: 0.3715 2775 Epoch 2/2... Discriminator Loss: 1.1130... Generator Loss: 1.0394 2776 Epoch 2/2... Discriminator Loss: 1.3358... Generator Loss: 0.5380 2777 Epoch 2/2... Discriminator Loss: 1.2583... Generator Loss: 0.6515 2778 Epoch 2/2... Discriminator Loss: 1.4601... Generator Loss: 0.5207 2779 Epoch 2/2... Discriminator Loss: 1.4251... Generator Loss: 0.7042 2780 Epoch 2/2... Discriminator Loss: 1.4249... Generator Loss: 0.4695 2781 Epoch 2/2... Discriminator Loss: 1.4955... Generator Loss: 0.4821 2782 Epoch 2/2... Discriminator Loss: 1.1391... Generator Loss: 1.0907 2783 Epoch 2/2... Discriminator Loss: 1.5880... Generator Loss: 0.3847 2784 Epoch 2/2... Discriminator Loss: 1.0924... Generator Loss: 1.0762 2785 Epoch 2/2... Discriminator Loss: 1.5480... Generator Loss: 0.4056 2786 Epoch 2/2... Discriminator Loss: 1.2808... Generator Loss: 0.8533 2787 Epoch 2/2... Discriminator Loss: 1.8866... Generator Loss: 0.2635 2788 Epoch 2/2... Discriminator Loss: 1.3487... Generator Loss: 1.6052 2789 Epoch 2/2... Discriminator Loss: 1.8065... Generator Loss: 0.3026 2790 Epoch 2/2... Discriminator Loss: 1.4146... Generator Loss: 0.6764 2791 Epoch 2/2... Discriminator Loss: 1.6529... Generator Loss: 0.3867 2792 Epoch 2/2... Discriminator Loss: 1.5989... Generator Loss: 0.3994 2793 Epoch 2/2... Discriminator Loss: 1.2075... Generator Loss: 1.1956 2794 Epoch 2/2... Discriminator Loss: 1.6235... Generator Loss: 0.3746 2795 Epoch 2/2... Discriminator Loss: 0.9560... Generator Loss: 1.1564 2796 Epoch 2/2... Discriminator Loss: 1.2286... Generator Loss: 0.6149 2797 Epoch 2/2... Discriminator Loss: 1.2643... Generator Loss: 0.6259 2798 Epoch 2/2... Discriminator Loss: 1.2146... Generator Loss: 0.6929 2799 Epoch 2/2... Discriminator Loss: 0.9527... Generator Loss: 1.1879 2800 Epoch 2/2... Discriminator Loss: 1.5543... Generator Loss: 0.4033
2801 Epoch 2/2... Discriminator Loss: 1.3057... Generator Loss: 0.6941 2802 Epoch 2/2... Discriminator Loss: 1.1765... Generator Loss: 0.8386 2803 Epoch 2/2... Discriminator Loss: 1.3787... Generator Loss: 0.5023 2804 Epoch 2/2... Discriminator Loss: 1.2382... Generator Loss: 0.6538 2805 Epoch 2/2... Discriminator Loss: 1.1679... Generator Loss: 0.7311 2806 Epoch 2/2... Discriminator Loss: 1.2246... Generator Loss: 0.6723 2807 Epoch 2/2... Discriminator Loss: 1.1640... Generator Loss: 0.7187 2808 Epoch 2/2... Discriminator Loss: 1.5338... Generator Loss: 0.4528 2809 Epoch 2/2... Discriminator Loss: 1.3737... Generator Loss: 0.5627 2810 Epoch 2/2... Discriminator Loss: 1.3966... Generator Loss: 0.5470 2811 Epoch 2/2... Discriminator Loss: 1.7156... Generator Loss: 0.3388 2812 Epoch 2/2... Discriminator Loss: 1.4424... Generator Loss: 0.8252 2813 Epoch 2/2... Discriminator Loss: 1.1733... Generator Loss: 0.6636 2814 Epoch 2/2... Discriminator Loss: 1.4373... Generator Loss: 0.4718 2815 Epoch 2/2... Discriminator Loss: 1.1846... Generator Loss: 1.1326 2816 Epoch 2/2... Discriminator Loss: 1.5957... Generator Loss: 0.3699 2817 Epoch 2/2... Discriminator Loss: 1.0515... Generator Loss: 1.0608 2818 Epoch 2/2... Discriminator Loss: 1.2273... Generator Loss: 0.6684 2819 Epoch 2/2... Discriminator Loss: 1.4003... Generator Loss: 0.4755 2820 Epoch 2/2... Discriminator Loss: 1.3373... Generator Loss: 0.6043 2821 Epoch 2/2... Discriminator Loss: 1.1571... Generator Loss: 0.7698 2822 Epoch 2/2... Discriminator Loss: 1.3739... Generator Loss: 0.5236 2823 Epoch 2/2... Discriminator Loss: 1.2991... Generator Loss: 0.6159 2824 Epoch 2/2... Discriminator Loss: 1.4733... Generator Loss: 0.4681 2825 Epoch 2/2... Discriminator Loss: 1.1868... Generator Loss: 0.9153 2826 Epoch 2/2... Discriminator Loss: 1.7022... Generator Loss: 0.3258 2827 Epoch 2/2... Discriminator Loss: 1.4127... Generator Loss: 0.6560 2828 Epoch 2/2... Discriminator Loss: 1.1210... Generator Loss: 0.7644 2829 Epoch 2/2... Discriminator Loss: 1.1981... Generator Loss: 0.7295 2830 Epoch 2/2... Discriminator Loss: 1.8060... Generator Loss: 0.3139 2831 Epoch 2/2... Discriminator Loss: 1.2953... Generator Loss: 1.4245 2832 Epoch 2/2... Discriminator Loss: 1.2538... Generator Loss: 0.5873 2833 Epoch 2/2... Discriminator Loss: 1.4656... Generator Loss: 0.4545 2834 Epoch 2/2... Discriminator Loss: 1.2564... Generator Loss: 1.1926 2835 Epoch 2/2... Discriminator Loss: 1.4592... Generator Loss: 0.4576 2836 Epoch 2/2... Discriminator Loss: 1.3103... Generator Loss: 0.8097 2837 Epoch 2/2... Discriminator Loss: 1.6329... Generator Loss: 0.3725 2838 Epoch 2/2... Discriminator Loss: 1.3209... Generator Loss: 1.2652 2839 Epoch 2/2... Discriminator Loss: 1.4362... Generator Loss: 0.4920 2840 Epoch 2/2... Discriminator Loss: 1.3017... Generator Loss: 0.6421 2841 Epoch 2/2... Discriminator Loss: 1.1452... Generator Loss: 0.7958 2842 Epoch 2/2... Discriminator Loss: 1.4783... Generator Loss: 0.4667 2843 Epoch 2/2... Discriminator Loss: 1.2527... Generator Loss: 0.6278 2844 Epoch 2/2... Discriminator Loss: 1.2513... Generator Loss: 1.2461 2845 Epoch 2/2... Discriminator Loss: 1.6237... Generator Loss: 0.3697 2846 Epoch 2/2... Discriminator Loss: 1.2674... Generator Loss: 0.6566 2847 Epoch 2/2... Discriminator Loss: 1.2158... Generator Loss: 0.7146 2848 Epoch 2/2... Discriminator Loss: 1.6208... Generator Loss: 0.3807 2849 Epoch 2/2... Discriminator Loss: 1.0487... Generator Loss: 1.2010 2850 Epoch 2/2... Discriminator Loss: 0.9647... Generator Loss: 0.9604 2851 Epoch 2/2... Discriminator Loss: 1.5496... Generator Loss: 0.3954 2852 Epoch 2/2... Discriminator Loss: 1.2199... Generator Loss: 1.1512 2853 Epoch 2/2... Discriminator Loss: 1.6340... Generator Loss: 0.3724 2854 Epoch 2/2... Discriminator Loss: 1.0499... Generator Loss: 1.3451 2855 Epoch 2/2... Discriminator Loss: 1.6646... Generator Loss: 0.3783 2856 Epoch 2/2... Discriminator Loss: 1.5349... Generator Loss: 0.5360 2857 Epoch 2/2... Discriminator Loss: 1.4691... Generator Loss: 0.5496 2858 Epoch 2/2... Discriminator Loss: 1.2166... Generator Loss: 0.6910 2859 Epoch 2/2... Discriminator Loss: 1.1064... Generator Loss: 0.7642 2860 Epoch 2/2... Discriminator Loss: 1.1124... Generator Loss: 0.8064 2861 Epoch 2/2... Discriminator Loss: 1.1017... Generator Loss: 0.8068 2862 Epoch 2/2... Discriminator Loss: 1.2041... Generator Loss: 0.7978 2863 Epoch 2/2... Discriminator Loss: 1.9029... Generator Loss: 0.2657 2864 Epoch 2/2... Discriminator Loss: 1.3703... Generator Loss: 1.6331 2865 Epoch 2/2... Discriminator Loss: 1.8113... Generator Loss: 0.3528 2866 Epoch 2/2... Discriminator Loss: 1.0287... Generator Loss: 1.2605 2867 Epoch 2/2... Discriminator Loss: 1.6697... Generator Loss: 0.3750 2868 Epoch 2/2... Discriminator Loss: 1.1903... Generator Loss: 0.9576 2869 Epoch 2/2... Discriminator Loss: 1.4172... Generator Loss: 0.5348 2870 Epoch 2/2... Discriminator Loss: 1.5857... Generator Loss: 0.3950 2871 Epoch 2/2... Discriminator Loss: 1.2994... Generator Loss: 0.8307 2872 Epoch 2/2... Discriminator Loss: 1.2204... Generator Loss: 0.7469 2873 Epoch 2/2... Discriminator Loss: 1.5443... Generator Loss: 0.4183 2874 Epoch 2/2... Discriminator Loss: 1.1952... Generator Loss: 1.1161 2875 Epoch 2/2... Discriminator Loss: 1.6023... Generator Loss: 0.3771 2876 Epoch 2/2... Discriminator Loss: 1.1130... Generator Loss: 0.8085 2877 Epoch 2/2... Discriminator Loss: 0.9950... Generator Loss: 1.0647 2878 Epoch 2/2... Discriminator Loss: 1.2951... Generator Loss: 0.5722 2879 Epoch 2/2... Discriminator Loss: 1.1789... Generator Loss: 0.8679 2880 Epoch 2/2... Discriminator Loss: 1.2792... Generator Loss: 0.6005 2881 Epoch 2/2... Discriminator Loss: 1.3871... Generator Loss: 0.5370 2882 Epoch 2/2... Discriminator Loss: 0.9500... Generator Loss: 1.2034 2883 Epoch 2/2... Discriminator Loss: 1.5148... Generator Loss: 0.4296 2884 Epoch 2/2... Discriminator Loss: 1.2447... Generator Loss: 0.7611 2885 Epoch 2/2... Discriminator Loss: 1.1394... Generator Loss: 0.8072 2886 Epoch 2/2... Discriminator Loss: 1.4913... Generator Loss: 0.4617 2887 Epoch 2/2... Discriminator Loss: 1.3733... Generator Loss: 0.5388 2888 Epoch 2/2... Discriminator Loss: 1.1604... Generator Loss: 1.4439 2889 Epoch 2/2... Discriminator Loss: 1.5504... Generator Loss: 0.4394 2890 Epoch 2/2... Discriminator Loss: 1.1977... Generator Loss: 0.7722 2891 Epoch 2/2... Discriminator Loss: 1.6296... Generator Loss: 0.3824 2892 Epoch 2/2... Discriminator Loss: 1.1283... Generator Loss: 0.7720 2893 Epoch 2/2... Discriminator Loss: 1.1595... Generator Loss: 0.8698 2894 Epoch 2/2... Discriminator Loss: 1.5317... Generator Loss: 0.4341 2895 Epoch 2/2... Discriminator Loss: 1.3747... Generator Loss: 0.7173 2896 Epoch 2/2... Discriminator Loss: 1.2176... Generator Loss: 0.6816 2897 Epoch 2/2... Discriminator Loss: 1.4421... Generator Loss: 0.4473 2898 Epoch 2/2... Discriminator Loss: 1.0934... Generator Loss: 0.8831 2899 Epoch 2/2... Discriminator Loss: 1.1943... Generator Loss: 0.7989 2900 Epoch 2/2... Discriminator Loss: 1.5288... Generator Loss: 0.4219
2901 Epoch 2/2... Discriminator Loss: 1.2624... Generator Loss: 0.7308 2902 Epoch 2/2... Discriminator Loss: 1.2943... Generator Loss: 0.5675 2903 Epoch 2/2... Discriminator Loss: 1.2820... Generator Loss: 0.7128 2904 Epoch 2/2... Discriminator Loss: 1.2293... Generator Loss: 0.6308 2905 Epoch 2/2... Discriminator Loss: 1.5864... Generator Loss: 0.4068 2906 Epoch 2/2... Discriminator Loss: 1.2906... Generator Loss: 0.6925 2907 Epoch 2/2... Discriminator Loss: 1.5407... Generator Loss: 0.4263 2908 Epoch 2/2... Discriminator Loss: 1.1544... Generator Loss: 1.2207 2909 Epoch 2/2... Discriminator Loss: 1.3273... Generator Loss: 0.5062 2910 Epoch 2/2... Discriminator Loss: 1.2192... Generator Loss: 0.6226 2911 Epoch 2/2... Discriminator Loss: 1.1987... Generator Loss: 0.8790 2912 Epoch 2/2... Discriminator Loss: 1.7466... Generator Loss: 0.3221 2913 Epoch 2/2... Discriminator Loss: 1.0053... Generator Loss: 1.7528 2914 Epoch 2/2... Discriminator Loss: 1.4015... Generator Loss: 0.4706 2915 Epoch 2/2... Discriminator Loss: 1.2308... Generator Loss: 0.6839 2916 Epoch 2/2... Discriminator Loss: 1.3000... Generator Loss: 0.6014 2917 Epoch 2/2... Discriminator Loss: 1.3914... Generator Loss: 0.5282 2918 Epoch 2/2... Discriminator Loss: 1.1998... Generator Loss: 0.7255 2919 Epoch 2/2... Discriminator Loss: 1.1477... Generator Loss: 0.7434 2920 Epoch 2/2... Discriminator Loss: 1.3577... Generator Loss: 0.5780 2921 Epoch 2/2... Discriminator Loss: 1.2919... Generator Loss: 0.5767 2922 Epoch 2/2... Discriminator Loss: 1.0637... Generator Loss: 0.9494 2923 Epoch 2/2... Discriminator Loss: 1.2088... Generator Loss: 0.6668 2924 Epoch 2/2... Discriminator Loss: 1.2000... Generator Loss: 0.6047 2925 Epoch 2/2... Discriminator Loss: 1.1780... Generator Loss: 0.6900 2926 Epoch 2/2... Discriminator Loss: 1.0285... Generator Loss: 1.0672 2927 Epoch 2/2... Discriminator Loss: 1.5592... Generator Loss: 0.4065 2928 Epoch 2/2... Discriminator Loss: 1.4232... Generator Loss: 0.5127 2929 Epoch 2/2... Discriminator Loss: 1.2306... Generator Loss: 0.9028 2930 Epoch 2/2... Discriminator Loss: 1.2617... Generator Loss: 0.6592 2931 Epoch 2/2... Discriminator Loss: 1.1031... Generator Loss: 0.8407 2932 Epoch 2/2... Discriminator Loss: 1.2904... Generator Loss: 0.5809 2933 Epoch 2/2... Discriminator Loss: 1.0064... Generator Loss: 1.0328 2934 Epoch 2/2... Discriminator Loss: 1.6189... Generator Loss: 0.3669 2935 Epoch 2/2... Discriminator Loss: 1.0783... Generator Loss: 1.1392 2936 Epoch 2/2... Discriminator Loss: 1.1911... Generator Loss: 0.6495 2937 Epoch 2/2... Discriminator Loss: 1.2260... Generator Loss: 0.6348 2938 Epoch 2/2... Discriminator Loss: 1.0421... Generator Loss: 0.9889 2939 Epoch 2/2... Discriminator Loss: 1.6283... Generator Loss: 0.3734 2940 Epoch 2/2... Discriminator Loss: 1.0835... Generator Loss: 1.0502 2941 Epoch 2/2... Discriminator Loss: 1.6907... Generator Loss: 0.3691 2942 Epoch 2/2... Discriminator Loss: 1.1778... Generator Loss: 1.0119 2943 Epoch 2/2... Discriminator Loss: 1.6247... Generator Loss: 0.3843 2944 Epoch 2/2... Discriminator Loss: 1.0971... Generator Loss: 0.8016 2945 Epoch 2/2... Discriminator Loss: 0.9526... Generator Loss: 1.0435 2946 Epoch 2/2... Discriminator Loss: 1.4126... Generator Loss: 0.4609 2947 Epoch 2/2... Discriminator Loss: 1.4144... Generator Loss: 0.5163 2948 Epoch 2/2... Discriminator Loss: 0.9809... Generator Loss: 1.1420 2949 Epoch 2/2... Discriminator Loss: 1.3178... Generator Loss: 0.5408 2950 Epoch 2/2... Discriminator Loss: 1.1334... Generator Loss: 0.8931 2951 Epoch 2/2... Discriminator Loss: 1.3102... Generator Loss: 0.5450 2952 Epoch 2/2... Discriminator Loss: 1.0974... Generator Loss: 0.9628 2953 Epoch 2/2... Discriminator Loss: 1.3508... Generator Loss: 0.5444 2954 Epoch 2/2... Discriminator Loss: 1.0891... Generator Loss: 0.8997 2955 Epoch 2/2... Discriminator Loss: 1.3148... Generator Loss: 0.5512 2956 Epoch 2/2... Discriminator Loss: 1.2962... Generator Loss: 0.5454 2957 Epoch 2/2... Discriminator Loss: 1.2373... Generator Loss: 0.6889 2958 Epoch 2/2... Discriminator Loss: 1.2889... Generator Loss: 0.6477 2959 Epoch 2/2... Discriminator Loss: 1.2200... Generator Loss: 0.6295 2960 Epoch 2/2... Discriminator Loss: 1.1645... Generator Loss: 0.7736 2961 Epoch 2/2... Discriminator Loss: 1.0704... Generator Loss: 0.9461 2962 Epoch 2/2... Discriminator Loss: 1.3407... Generator Loss: 0.5142 2963 Epoch 2/2... Discriminator Loss: 1.2429... Generator Loss: 1.0585 2964 Epoch 2/2... Discriminator Loss: 0.8993... Generator Loss: 1.0369 2965 Epoch 2/2... Discriminator Loss: 1.9554... Generator Loss: 0.2492 2966 Epoch 2/2... Discriminator Loss: 1.2189... Generator Loss: 1.0049 2967 Epoch 2/2... Discriminator Loss: 1.7740... Generator Loss: 0.3144 2968 Epoch 2/2... Discriminator Loss: 1.2885... Generator Loss: 1.4936 2969 Epoch 2/2... Discriminator Loss: 1.6345... Generator Loss: 0.3771 2970 Epoch 2/2... Discriminator Loss: 1.1426... Generator Loss: 0.7716 2971 Epoch 2/2... Discriminator Loss: 1.1783... Generator Loss: 0.6647 2972 Epoch 2/2... Discriminator Loss: 1.0785... Generator Loss: 0.8760 2973 Epoch 2/2... Discriminator Loss: 1.3716... Generator Loss: 0.5227 2974 Epoch 2/2... Discriminator Loss: 1.2428... Generator Loss: 0.6790 2975 Epoch 2/2... Discriminator Loss: 1.3347... Generator Loss: 0.6000 2976 Epoch 2/2... Discriminator Loss: 1.3373... Generator Loss: 0.5532 2977 Epoch 2/2... Discriminator Loss: 1.4992... Generator Loss: 0.4512 2978 Epoch 2/2... Discriminator Loss: 1.1043... Generator Loss: 0.8877 2979 Epoch 2/2... Discriminator Loss: 1.0785... Generator Loss: 0.9719 2980 Epoch 2/2... Discriminator Loss: 1.6427... Generator Loss: 0.3513 2981 Epoch 2/2... Discriminator Loss: 1.1139... Generator Loss: 0.8228 2982 Epoch 2/2... Discriminator Loss: 1.2037... Generator Loss: 0.6779 2983 Epoch 2/2... Discriminator Loss: 1.8329... Generator Loss: 0.2908 2984 Epoch 2/2... Discriminator Loss: 1.5447... Generator Loss: 1.6850 2985 Epoch 2/2... Discriminator Loss: 1.2169... Generator Loss: 0.5950 2986 Epoch 2/2... Discriminator Loss: 1.3702... Generator Loss: 0.5129 2987 Epoch 2/2... Discriminator Loss: 1.1172... Generator Loss: 1.0255 2988 Epoch 2/2... Discriminator Loss: 1.7930... Generator Loss: 0.3180 2989 Epoch 2/2... Discriminator Loss: 1.0539... Generator Loss: 1.3321 2990 Epoch 2/2... Discriminator Loss: 1.2957... Generator Loss: 0.5519 2991 Epoch 2/2... Discriminator Loss: 1.4708... Generator Loss: 0.4746 2992 Epoch 2/2... Discriminator Loss: 0.9990... Generator Loss: 1.1966 2993 Epoch 2/2... Discriminator Loss: 1.6763... Generator Loss: 0.3455 2994 Epoch 2/2... Discriminator Loss: 1.1755... Generator Loss: 1.7042 2995 Epoch 2/2... Discriminator Loss: 1.5751... Generator Loss: 0.4010 2996 Epoch 2/2... Discriminator Loss: 1.0515... Generator Loss: 0.8421 2997 Epoch 2/2... Discriminator Loss: 1.1334... Generator Loss: 1.0169 2998 Epoch 2/2... Discriminator Loss: 1.2267... 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Generator Loss: 0.4822 3015 Epoch 2/2... Discriminator Loss: 1.2999... Generator Loss: 0.6282 3016 Epoch 2/2... Discriminator Loss: 0.9539... Generator Loss: 1.4424 3017 Epoch 2/2... Discriminator Loss: 1.2347... Generator Loss: 0.6120 3018 Epoch 2/2... Discriminator Loss: 1.2739... Generator Loss: 0.5879 3019 Epoch 2/2... Discriminator Loss: 1.3974... Generator Loss: 0.6388 3020 Epoch 2/2... Discriminator Loss: 1.3180... Generator Loss: 0.5910 3021 Epoch 2/2... Discriminator Loss: 1.2146... Generator Loss: 0.7531 3022 Epoch 2/2... Discriminator Loss: 1.1416... Generator Loss: 0.7937 3023 Epoch 2/2... Discriminator Loss: 1.0622... Generator Loss: 0.9083 3024 Epoch 2/2... Discriminator Loss: 1.4992... Generator Loss: 0.4195 3025 Epoch 2/2... Discriminator Loss: 1.3619... Generator Loss: 0.5623 3026 Epoch 2/2... Discriminator Loss: 1.2747... Generator Loss: 0.7755 3027 Epoch 2/2... Discriminator Loss: 1.3794... Generator Loss: 0.5404 3028 Epoch 2/2... Discriminator Loss: 1.3871... Generator Loss: 0.5306 3029 Epoch 2/2... Discriminator Loss: 1.0925... Generator Loss: 0.7991 3030 Epoch 2/2... Discriminator Loss: 0.9956... Generator Loss: 0.9655 3031 Epoch 2/2... Discriminator Loss: 1.1637... Generator Loss: 0.7811 3032 Epoch 2/2... Discriminator Loss: 1.1476... Generator Loss: 0.7095 3033 Epoch 2/2... Discriminator Loss: 1.2392... Generator Loss: 0.6373 3034 Epoch 2/2... Discriminator Loss: 1.1380... Generator Loss: 0.7315 3035 Epoch 2/2... Discriminator Loss: 1.1181... Generator Loss: 0.7865 3036 Epoch 2/2... Discriminator Loss: 1.5908... Generator Loss: 0.3931 3037 Epoch 2/2... Discriminator Loss: 1.0089... Generator Loss: 1.0678 3038 Epoch 2/2... Discriminator Loss: 1.3116... Generator Loss: 0.6883 3039 Epoch 2/2... Discriminator Loss: 1.3356... Generator Loss: 0.5365 3040 Epoch 2/2... Discriminator Loss: 1.3302... Generator Loss: 1.0229 3041 Epoch 2/2... Discriminator Loss: 1.7781... Generator Loss: 0.3080 3042 Epoch 2/2... Discriminator Loss: 1.3951... Generator Loss: 1.0300 3043 Epoch 2/2... Discriminator Loss: 1.2295... Generator Loss: 0.6450 3044 Epoch 2/2... Discriminator Loss: 1.2028... Generator Loss: 0.8069 3045 Epoch 2/2... Discriminator Loss: 1.2269... Generator Loss: 0.6241 3046 Epoch 2/2... Discriminator Loss: 1.2471... Generator Loss: 0.6310 3047 Epoch 2/2... Discriminator Loss: 1.0410... Generator Loss: 0.9413 3048 Epoch 2/2... Discriminator Loss: 1.7108... Generator Loss: 0.3355 3049 Epoch 2/2... Discriminator Loss: 1.2495... Generator Loss: 1.1495 3050 Epoch 2/2... Discriminator Loss: 1.5441... Generator Loss: 0.4640 3051 Epoch 2/2... Discriminator Loss: 1.5049... Generator Loss: 0.4536 3052 Epoch 2/2... Discriminator Loss: 1.2676... Generator Loss: 1.0354 3053 Epoch 2/2... Discriminator Loss: 1.2879... Generator Loss: 0.5248 3054 Epoch 2/2... Discriminator Loss: 1.2382... Generator Loss: 0.6575 3055 Epoch 2/2... Discriminator Loss: 1.1017... Generator Loss: 1.0500 3056 Epoch 2/2... Discriminator Loss: 1.6182... Generator Loss: 0.3698 3057 Epoch 2/2... Discriminator Loss: 1.1661... Generator Loss: 0.7053 3058 Epoch 2/2... Discriminator Loss: 1.2580... Generator Loss: 0.7172 3059 Epoch 2/2... Discriminator Loss: 0.9868... Generator Loss: 0.9324 3060 Epoch 2/2... Discriminator Loss: 1.1698... Generator Loss: 0.6596 3061 Epoch 2/2... Discriminator Loss: 0.9478... Generator Loss: 0.8973 3062 Epoch 2/2... Discriminator Loss: 1.1820... Generator Loss: 0.7287 3063 Epoch 2/2... Discriminator Loss: 0.9940... Generator Loss: 0.9548 3064 Epoch 2/2... Discriminator Loss: 1.2628... Generator Loss: 0.5956 3065 Epoch 2/2... Discriminator Loss: 1.3402... Generator Loss: 0.6523 3066 Epoch 2/2... Discriminator Loss: 1.3213... Generator Loss: 0.6349 3067 Epoch 2/2... Discriminator Loss: 1.3077... Generator Loss: 0.6319 3068 Epoch 2/2... Discriminator Loss: 1.2063... Generator Loss: 0.6116 3069 Epoch 2/2... Discriminator Loss: 1.1180... Generator Loss: 0.6904 3070 Epoch 2/2... Discriminator Loss: 1.3418... Generator Loss: 0.5501 3071 Epoch 2/2... Discriminator Loss: 1.1008... Generator Loss: 0.9346 3072 Epoch 2/2... Discriminator Loss: 1.5033... Generator Loss: 0.4497 3073 Epoch 2/2... Discriminator Loss: 1.1587... Generator Loss: 0.7105 3074 Epoch 2/2... Discriminator Loss: 1.0533... Generator Loss: 0.8634 3075 Epoch 2/2... Discriminator Loss: 1.0563... Generator Loss: 0.8486 3076 Epoch 2/2... Discriminator Loss: 1.3689... Generator Loss: 0.5380 3077 Epoch 2/2... Discriminator Loss: 1.2233... Generator Loss: 0.8347 3078 Epoch 2/2... Discriminator Loss: 1.3659... Generator Loss: 0.5500 3079 Epoch 2/2... Discriminator Loss: 1.1310... Generator Loss: 0.7526 3080 Epoch 2/2... Discriminator Loss: 1.2356... Generator Loss: 0.6921 3081 Epoch 2/2... Discriminator Loss: 1.1767... Generator Loss: 0.6513 3082 Epoch 2/2... Discriminator Loss: 1.4897... Generator Loss: 0.4642 3083 Epoch 2/2... Discriminator Loss: 1.1577... Generator Loss: 1.5796 3084 Epoch 2/2... Discriminator Loss: 1.6748... Generator Loss: 0.3771 3085 Epoch 2/2... Discriminator Loss: 1.1824... Generator Loss: 1.3031 3086 Epoch 2/2... Discriminator Loss: 1.3097... Generator Loss: 0.5822 3087 Epoch 2/2... Discriminator Loss: 1.4450... Generator Loss: 0.4559 3088 Epoch 2/2... Discriminator Loss: 0.9357... Generator Loss: 1.3334 3089 Epoch 2/2... Discriminator Loss: 2.1089... Generator Loss: 0.2363 3090 Epoch 2/2... Discriminator Loss: 1.8311... Generator Loss: 2.2397 3091 Epoch 2/2... Discriminator Loss: 1.7720... Generator Loss: 0.3876 3092 Epoch 2/2... Discriminator Loss: 1.3991... Generator Loss: 0.9265 3093 Epoch 2/2... Discriminator Loss: 1.5435... Generator Loss: 0.4201 3094 Epoch 2/2... Discriminator Loss: 1.4119... Generator Loss: 1.3131 3095 Epoch 2/2... Discriminator Loss: 1.4104... Generator Loss: 0.5182 3096 Epoch 2/2... Discriminator Loss: 1.4180... Generator Loss: 0.4953 3097 Epoch 2/2... Discriminator Loss: 1.0433... Generator Loss: 1.0581 3098 Epoch 2/2... Discriminator Loss: 1.0939... 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Generator Loss: 0.6083 3115 Epoch 2/2... Discriminator Loss: 1.0447... Generator Loss: 1.0223 3116 Epoch 2/2... Discriminator Loss: 1.1598... Generator Loss: 0.7102 3117 Epoch 2/2... Discriminator Loss: 1.2162... Generator Loss: 0.7052 3118 Epoch 2/2... Discriminator Loss: 1.1679... Generator Loss: 0.6644 3119 Epoch 2/2... Discriminator Loss: 1.0377... Generator Loss: 0.8858 3120 Epoch 2/2... Discriminator Loss: 1.2093... Generator Loss: 0.6605 3121 Epoch 2/2... Discriminator Loss: 1.1900... Generator Loss: 0.7300 3122 Epoch 2/2... Discriminator Loss: 1.2705... Generator Loss: 0.6038 3123 Epoch 2/2... Discriminator Loss: 1.2893... Generator Loss: 0.6279 3124 Epoch 2/2... Discriminator Loss: 1.4185... Generator Loss: 0.4990 3125 Epoch 2/2... Discriminator Loss: 1.3414... Generator Loss: 0.5979 3126 Epoch 2/2... Discriminator Loss: 1.2568... Generator Loss: 0.7041 3127 Epoch 2/2... Discriminator Loss: 1.3465... Generator Loss: 0.5646 3128 Epoch 2/2... Discriminator Loss: 1.0732... Generator Loss: 1.1701 3129 Epoch 2/2... Discriminator Loss: 0.9737... Generator Loss: 0.9517 3130 Epoch 2/2... Discriminator Loss: 1.4485... Generator Loss: 0.4784 3131 Epoch 2/2... Discriminator Loss: 1.1041... Generator Loss: 0.8173 3132 Epoch 2/2... Discriminator Loss: 1.1424... Generator Loss: 0.8363 3133 Epoch 2/2... Discriminator Loss: 1.0706... Generator Loss: 0.8209 3134 Epoch 2/2... Discriminator Loss: 1.2781... Generator Loss: 0.5648 3135 Epoch 2/2... Discriminator Loss: 0.9909... Generator Loss: 0.9844 3136 Epoch 2/2... Discriminator Loss: 1.2692... Generator Loss: 0.6121 3137 Epoch 2/2... Discriminator Loss: 1.1078... Generator Loss: 0.7637 3138 Epoch 2/2... Discriminator Loss: 1.5040... Generator Loss: 0.4207 3139 Epoch 2/2... Discriminator Loss: 1.1522... Generator Loss: 0.9859 3140 Epoch 2/2... Discriminator Loss: 1.1308... Generator Loss: 0.6978 3141 Epoch 2/2... Discriminator Loss: 1.5505... Generator Loss: 0.4064 3142 Epoch 2/2... Discriminator Loss: 1.2047... Generator Loss: 0.6798 3143 Epoch 2/2... Discriminator Loss: 0.9478... Generator Loss: 0.9552 3144 Epoch 2/2... Discriminator Loss: 1.2498... Generator Loss: 0.6616 3145 Epoch 2/2... Discriminator Loss: 1.3963... Generator Loss: 0.5144 3146 Epoch 2/2... Discriminator Loss: 1.1521... Generator Loss: 0.6866 3147 Epoch 2/2... Discriminator Loss: 1.1242... Generator Loss: 0.8811 3148 Epoch 2/2... Discriminator Loss: 1.0970... Generator Loss: 0.7613 3149 Epoch 2/2... Discriminator Loss: 1.1007... Generator Loss: 0.7400 3150 Epoch 2/2... Discriminator Loss: 1.0222... Generator Loss: 0.9764 3151 Epoch 2/2... Discriminator Loss: 1.3665... Generator Loss: 0.5409 3152 Epoch 2/2... Discriminator Loss: 1.1272... Generator Loss: 0.7826 3153 Epoch 2/2... Discriminator Loss: 1.2863... Generator Loss: 0.8021 3154 Epoch 2/2... Discriminator Loss: 1.1764... Generator Loss: 0.6858 3155 Epoch 2/2... Discriminator Loss: 1.0934... Generator Loss: 0.7560 3156 Epoch 2/2... Discriminator Loss: 1.9727... Generator Loss: 0.2479 3157 Epoch 2/2... Discriminator Loss: 1.0753... Generator Loss: 1.0558 3158 Epoch 2/2... Discriminator Loss: 1.2981... Generator Loss: 0.5426 3159 Epoch 2/2... Discriminator Loss: 1.1194... Generator Loss: 0.7364 3160 Epoch 2/2... Discriminator Loss: 1.3729... Generator Loss: 0.5700 3161 Epoch 2/2... Discriminator Loss: 1.2447... Generator Loss: 0.6077 3162 Epoch 2/2... Discriminator Loss: 1.3265... Generator Loss: 0.5600 3163 Epoch 2/2... Discriminator Loss: 1.1342... Generator Loss: 0.8274 3164 Epoch 2/2... Discriminator Loss: 1.4641... Generator Loss: 0.4484 3165 Epoch 2/2... Discriminator Loss: 0.9977... Generator Loss: 0.9087 3166 Epoch 2/2... Discriminator Loss: 0.9746... Generator Loss: 0.9364 3167 Epoch 2/2... Discriminator Loss: 1.2239... Generator Loss: 0.6080 3168 Epoch 2/2... Discriminator Loss: 1.2065... Generator Loss: 0.7092 3169 Epoch 2/2... Discriminator Loss: 1.3329... Generator Loss: 0.5349 3170 Epoch 2/2... Discriminator Loss: 1.3993... Generator Loss: 0.4752 3171 Epoch 2/2... Discriminator Loss: 1.0440... Generator Loss: 1.1403 3172 Epoch 2/2... Discriminator Loss: 1.2083... Generator Loss: 0.6243 3173 Epoch 2/2... Discriminator Loss: 2.1878... Generator Loss: 0.1968 3174 Epoch 2/2... Discriminator Loss: 1.0332... Generator Loss: 1.4950 3175 Epoch 2/2... Discriminator Loss: 1.2540... Generator Loss: 0.6164 3176 Epoch 2/2... Discriminator Loss: 1.6748... Generator Loss: 0.3528 3177 Epoch 2/2... Discriminator Loss: 1.1803... Generator Loss: 0.7261 3178 Epoch 2/2... Discriminator Loss: 1.2511... Generator Loss: 0.7019 3179 Epoch 2/2... Discriminator Loss: 1.0903... Generator Loss: 0.8202 3180 Epoch 2/2... Discriminator Loss: 1.1055... Generator Loss: 0.7500 3181 Epoch 2/2... Discriminator Loss: 1.2717... Generator Loss: 0.6094 3182 Epoch 2/2... Discriminator Loss: 1.2548... Generator Loss: 0.6464 3183 Epoch 2/2... Discriminator Loss: 1.1985... Generator Loss: 0.9178 3184 Epoch 2/2... Discriminator Loss: 1.4764... Generator Loss: 0.4240 3185 Epoch 2/2... Discriminator Loss: 0.9178... Generator Loss: 1.1448 3186 Epoch 2/2... Discriminator Loss: 1.0542... Generator Loss: 0.8028 3187 Epoch 2/2... Discriminator Loss: 1.3047... Generator Loss: 0.5662 3188 Epoch 2/2... Discriminator Loss: 1.1752... Generator Loss: 0.7266 3189 Epoch 2/2... Discriminator Loss: 1.0957... Generator Loss: 0.8657 3190 Epoch 2/2... Discriminator Loss: 1.3605... Generator Loss: 0.5728 3191 Epoch 2/2... Discriminator Loss: 1.6894... Generator Loss: 0.3682 3192 Epoch 2/2... Discriminator Loss: 1.2011... Generator Loss: 1.6149 3193 Epoch 2/2... Discriminator Loss: 1.3027... Generator Loss: 0.5614 3194 Epoch 2/2... Discriminator Loss: 1.6141... Generator Loss: 0.3680 3195 Epoch 2/2... Discriminator Loss: 1.2099... Generator Loss: 0.7814 3196 Epoch 2/2... Discriminator Loss: 1.0976... Generator Loss: 0.8770 3197 Epoch 2/2... Discriminator Loss: 1.6379... Generator Loss: 0.3695 3198 Epoch 2/2... Discriminator Loss: 0.9901... 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Generator Loss: 0.6521 3285 Epoch 2/2... Discriminator Loss: 1.0730... Generator Loss: 0.9064 3286 Epoch 2/2... Discriminator Loss: 1.6841... Generator Loss: 0.3343 3287 Epoch 2/2... Discriminator Loss: 1.1877... Generator Loss: 1.4053 3288 Epoch 2/2... Discriminator Loss: 1.5743... Generator Loss: 0.4195 3289 Epoch 2/2... Discriminator Loss: 1.5382... Generator Loss: 0.4350 3290 Epoch 2/2... Discriminator Loss: 1.3033... Generator Loss: 1.1171 3291 Epoch 2/2... Discriminator Loss: 1.9517... Generator Loss: 0.2571 3292 Epoch 2/2... Discriminator Loss: 1.0495... Generator Loss: 1.4208 3293 Epoch 2/2... Discriminator Loss: 1.4192... Generator Loss: 0.4924 3294 Epoch 2/2... Discriminator Loss: 1.2259... Generator Loss: 0.6757 3295 Epoch 2/2... Discriminator Loss: 1.2249... Generator Loss: 0.6448 3296 Epoch 2/2... Discriminator Loss: 1.3165... Generator Loss: 0.5699 3297 Epoch 2/2... Discriminator Loss: 1.0937... Generator Loss: 1.1610 3298 Epoch 2/2... Discriminator Loss: 1.3586... 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Generator Loss: 0.5436 3315 Epoch 2/2... Discriminator Loss: 1.1475... Generator Loss: 0.7862 3316 Epoch 2/2... Discriminator Loss: 1.0086... Generator Loss: 0.9360 3317 Epoch 2/2... Discriminator Loss: 1.4544... Generator Loss: 0.4734 3318 Epoch 2/2... Discriminator Loss: 1.1892... Generator Loss: 0.8979 3319 Epoch 2/2... Discriminator Loss: 1.2789... Generator Loss: 0.6179 3320 Epoch 2/2... Discriminator Loss: 1.2675... Generator Loss: 0.6241 3321 Epoch 2/2... Discriminator Loss: 1.2887... Generator Loss: 0.6215 3322 Epoch 2/2... Discriminator Loss: 1.2405... Generator Loss: 0.6781 3323 Epoch 2/2... Discriminator Loss: 1.1195... Generator Loss: 0.7522 3324 Epoch 2/2... Discriminator Loss: 1.2749... Generator Loss: 0.6912 3325 Epoch 2/2... Discriminator Loss: 1.7543... Generator Loss: 0.3218 3326 Epoch 2/2... Discriminator Loss: 1.0327... Generator Loss: 1.1717 3327 Epoch 2/2... Discriminator Loss: 1.3839... Generator Loss: 0.5242 3328 Epoch 2/2... Discriminator Loss: 1.2271... Generator Loss: 0.6579 3329 Epoch 2/2... Discriminator Loss: 1.1106... Generator Loss: 0.8802 3330 Epoch 2/2... Discriminator Loss: 1.3469... Generator Loss: 0.5162 3331 Epoch 2/2... Discriminator Loss: 1.2491... Generator Loss: 0.6539 3332 Epoch 2/2... Discriminator Loss: 1.3358... Generator Loss: 0.5683 3333 Epoch 2/2... Discriminator Loss: 1.2636... Generator Loss: 0.7217 3334 Epoch 2/2... Discriminator Loss: 1.4086... Generator Loss: 0.5329 3335 Epoch 2/2... Discriminator Loss: 1.3590... Generator Loss: 0.5426 3336 Epoch 2/2... Discriminator Loss: 1.1398... Generator Loss: 0.7445 3337 Epoch 2/2... Discriminator Loss: 1.2905... Generator Loss: 0.6091 3338 Epoch 2/2... Discriminator Loss: 1.3911... Generator Loss: 0.5737 3339 Epoch 2/2... Discriminator Loss: 1.0749... Generator Loss: 0.9510 3340 Epoch 2/2... Discriminator Loss: 1.2436... Generator Loss: 0.5997 3341 Epoch 2/2... Discriminator Loss: 1.3002... Generator Loss: 0.6335 3342 Epoch 2/2... Discriminator Loss: 1.1911... Generator Loss: 0.6637 3343 Epoch 2/2... Discriminator Loss: 1.3657... Generator Loss: 0.5186 3344 Epoch 2/2... Discriminator Loss: 0.9891... Generator Loss: 0.9471 3345 Epoch 2/2... Discriminator Loss: 1.2348... Generator Loss: 0.6281 3346 Epoch 2/2... Discriminator Loss: 1.1109... Generator Loss: 0.8599 3347 Epoch 2/2... Discriminator Loss: 1.6559... Generator Loss: 0.3631 3348 Epoch 2/2... Discriminator Loss: 1.4838... Generator Loss: 0.8873 3349 Epoch 2/2... Discriminator Loss: 1.6661... Generator Loss: 0.3585 3350 Epoch 2/2... Discriminator Loss: 1.0271... Generator Loss: 1.0606 3351 Epoch 2/2... Discriminator Loss: 1.0881... Generator Loss: 0.9798 3352 Epoch 2/2... Discriminator Loss: 1.4469... Generator Loss: 0.4861 3353 Epoch 2/2... Discriminator Loss: 1.3222... Generator Loss: 0.5608 3354 Epoch 2/2... Discriminator Loss: 1.1928... Generator Loss: 0.9114 3355 Epoch 2/2... Discriminator Loss: 1.2523... Generator Loss: 0.6106 3356 Epoch 2/2... Discriminator Loss: 1.1143... Generator Loss: 0.7441 3357 Epoch 2/2... Discriminator Loss: 1.2141... Generator Loss: 0.6918 3358 Epoch 2/2... Discriminator Loss: 1.2671... Generator Loss: 0.5744 3359 Epoch 2/2... Discriminator Loss: 1.0087... Generator Loss: 1.0124 3360 Epoch 2/2... Discriminator Loss: 1.4582... Generator Loss: 0.4658 3361 Epoch 2/2... Discriminator Loss: 1.3844... Generator Loss: 0.5264 3362 Epoch 2/2... Discriminator Loss: 1.0588... Generator Loss: 1.1270 3363 Epoch 2/2... Discriminator Loss: 2.2185... Generator Loss: 0.2100 3364 Epoch 2/2... Discriminator Loss: 1.0919... Generator Loss: 1.4243 3365 Epoch 2/2... Discriminator Loss: 2.2137... Generator Loss: 0.1878 3366 Epoch 2/2... Discriminator Loss: 1.1680... Generator Loss: 0.7573 3367 Epoch 2/2... Discriminator Loss: 1.5487... Generator Loss: 1.6260 3368 Epoch 2/2... Discriminator Loss: 1.6253... Generator Loss: 0.3875 3369 Epoch 2/2... Discriminator Loss: 1.5811... Generator Loss: 1.7131 3370 Epoch 2/2... Discriminator Loss: 2.4598... Generator Loss: 0.1792 3371 Epoch 2/2... Discriminator Loss: 1.4554... Generator Loss: 1.4919 3372 Epoch 2/2... Discriminator Loss: 1.3557... Generator Loss: 0.5942 3373 Epoch 2/2... Discriminator Loss: 1.1142... Generator Loss: 0.7998 3374 Epoch 2/2... Discriminator Loss: 1.2382... Generator Loss: 0.6703 3375 Epoch 2/2... Discriminator Loss: 1.1903... Generator Loss: 0.6348 3376 Epoch 2/2... Discriminator Loss: 1.2942... Generator Loss: 1.2606 3377 Epoch 2/2... Discriminator Loss: 1.9593... Generator Loss: 0.2586 3378 Epoch 2/2... Discriminator Loss: 1.7385... Generator Loss: 2.0788 3379 Epoch 2/2... Discriminator Loss: 2.0209... Generator Loss: 0.2565 3380 Epoch 2/2... Discriminator Loss: 1.2807... Generator Loss: 0.9442 3381 Epoch 2/2... Discriminator Loss: 1.2081... Generator Loss: 0.7147 3382 Epoch 2/2... Discriminator Loss: 1.2751... Generator Loss: 0.7261 3383 Epoch 2/2... Discriminator Loss: 1.0504... Generator Loss: 0.9523 3384 Epoch 2/2... Discriminator Loss: 1.2718... Generator Loss: 0.6221 3385 Epoch 2/2... Discriminator Loss: 1.1678... Generator Loss: 0.7994 3386 Epoch 2/2... Discriminator Loss: 0.9873... Generator Loss: 0.9553 3387 Epoch 2/2... Discriminator Loss: 1.3963... Generator Loss: 0.5023 3388 Epoch 2/2... Discriminator Loss: 1.1434... Generator Loss: 0.9512 3389 Epoch 2/2... Discriminator Loss: 1.2740... Generator Loss: 0.6249 3390 Epoch 2/2... Discriminator Loss: 1.5640... Generator Loss: 0.4086 3391 Epoch 2/2... Discriminator Loss: 1.2611... Generator Loss: 0.6710 3392 Epoch 2/2... Discriminator Loss: 1.2585... Generator Loss: 0.7125 3393 Epoch 2/2... Discriminator Loss: 1.2819... Generator Loss: 0.5713 3394 Epoch 2/2... Discriminator Loss: 1.0968... Generator Loss: 0.7914 3395 Epoch 2/2... Discriminator Loss: 1.1166... Generator Loss: 0.8461 3396 Epoch 2/2... Discriminator Loss: 1.1166... Generator Loss: 0.7626 3397 Epoch 2/2... Discriminator Loss: 0.9451... Generator Loss: 1.1389 3398 Epoch 2/2... Discriminator Loss: 1.3543... 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Generator Loss: 0.4949 3415 Epoch 2/2... Discriminator Loss: 1.1005... Generator Loss: 0.7725 3416 Epoch 2/2... Discriminator Loss: 1.1993... Generator Loss: 0.6729 3417 Epoch 2/2... Discriminator Loss: 1.0200... Generator Loss: 0.9035 3418 Epoch 2/2... Discriminator Loss: 1.0207... Generator Loss: 0.8767 3419 Epoch 2/2... Discriminator Loss: 1.4246... Generator Loss: 0.5079 3420 Epoch 2/2... Discriminator Loss: 1.0151... Generator Loss: 0.9051 3421 Epoch 2/2... Discriminator Loss: 1.1559... Generator Loss: 0.6861 3422 Epoch 2/2... Discriminator Loss: 1.0669... Generator Loss: 0.8985 3423 Epoch 2/2... Discriminator Loss: 1.0997... Generator Loss: 0.8842 3424 Epoch 2/2... Discriminator Loss: 1.6894... Generator Loss: 0.3507 3425 Epoch 2/2... Discriminator Loss: 1.2188... Generator Loss: 0.7392 3426 Epoch 2/2... Discriminator Loss: 1.1369... Generator Loss: 0.8167 3427 Epoch 2/2... Discriminator Loss: 1.1381... Generator Loss: 0.7597 3428 Epoch 2/2... Discriminator Loss: 1.2940... Generator Loss: 0.6839 3429 Epoch 2/2... Discriminator Loss: 1.1104... Generator Loss: 0.8033 3430 Epoch 2/2... Discriminator Loss: 1.1854... Generator Loss: 0.6307 3431 Epoch 2/2... Discriminator Loss: 1.2045... Generator Loss: 0.6852 3432 Epoch 2/2... Discriminator Loss: 1.0851... Generator Loss: 0.9290 3433 Epoch 2/2... Discriminator Loss: 2.0969... Generator Loss: 0.2362 3434 Epoch 2/2... Discriminator Loss: 1.2055... Generator Loss: 1.1158 3435 Epoch 2/2... Discriminator Loss: 1.1186... Generator Loss: 0.8276 3436 Epoch 2/2... Discriminator Loss: 1.6622... Generator Loss: 0.3444 3437 Epoch 2/2... Discriminator Loss: 0.9588... Generator Loss: 0.9600 3438 Epoch 2/2... Discriminator Loss: 1.0938... Generator Loss: 0.8661 3439 Epoch 2/2... Discriminator Loss: 1.0717... Generator Loss: 0.7785 3440 Epoch 2/2... Discriminator Loss: 1.4595... Generator Loss: 0.4680 3441 Epoch 2/2... Discriminator Loss: 0.9628... Generator Loss: 0.9566 3442 Epoch 2/2... Discriminator Loss: 1.4808... Generator Loss: 0.4679 3443 Epoch 2/2... Discriminator Loss: 1.4243... Generator Loss: 0.5554 3444 Epoch 2/2... Discriminator Loss: 1.1627... Generator Loss: 0.6971 3445 Epoch 2/2... Discriminator Loss: 1.1281... Generator Loss: 0.9820 3446 Epoch 2/2... Discriminator Loss: 0.9486... Generator Loss: 0.9254 3447 Epoch 2/2... Discriminator Loss: 1.4657... Generator Loss: 0.4643 3448 Epoch 2/2... Discriminator Loss: 1.3785... Generator Loss: 0.5787 3449 Epoch 2/2... Discriminator Loss: 1.2251... Generator Loss: 0.9061 3450 Epoch 2/2... Discriminator Loss: 1.6599... Generator Loss: 0.3635 3451 Epoch 2/2... Discriminator Loss: 1.2041... Generator Loss: 1.4386 3452 Epoch 2/2... Discriminator Loss: 1.2884... Generator Loss: 0.5902 3453 Epoch 2/2... Discriminator Loss: 1.2710... Generator Loss: 0.5906 3454 Epoch 2/2... Discriminator Loss: 1.1609... Generator Loss: 1.0272 3455 Epoch 2/2... Discriminator Loss: 1.5176... Generator Loss: 0.4116 3456 Epoch 2/2... Discriminator Loss: 1.8077... Generator Loss: 0.3263 3457 Epoch 2/2... Discriminator Loss: 1.0733... Generator Loss: 1.2996 3458 Epoch 2/2... Discriminator Loss: 1.2776... Generator Loss: 0.6066 3459 Epoch 2/2... Discriminator Loss: 1.4727... Generator Loss: 0.4507 3460 Epoch 2/2... Discriminator Loss: 1.2438... Generator Loss: 1.0842 3461 Epoch 2/2... Discriminator Loss: 1.5799... Generator Loss: 0.4002 3462 Epoch 2/2... Discriminator Loss: 1.1542... Generator Loss: 0.8707 3463 Epoch 2/2... Discriminator Loss: 1.1395... Generator Loss: 0.7401 3464 Epoch 2/2... Discriminator Loss: 1.6369... Generator Loss: 0.3962 3465 Epoch 2/2... Discriminator Loss: 1.0085... Generator Loss: 1.1374 3466 Epoch 2/2... Discriminator Loss: 1.1769... Generator Loss: 0.6764 3467 Epoch 2/2... Discriminator Loss: 1.2175... Generator Loss: 0.6398 3468 Epoch 2/2... Discriminator Loss: 1.2159... Generator Loss: 0.7163 3469 Epoch 2/2... Discriminator Loss: 1.0728... Generator Loss: 0.8925 3470 Epoch 2/2... Discriminator Loss: 1.1685... Generator Loss: 0.7408 3471 Epoch 2/2... Discriminator Loss: 1.2097... Generator Loss: 0.6379 3472 Epoch 2/2... Discriminator Loss: 1.0518... Generator Loss: 0.8199 3473 Epoch 2/2... Discriminator Loss: 1.0723... Generator Loss: 1.2765 3474 Epoch 2/2... Discriminator Loss: 1.3589... Generator Loss: 0.5648 3475 Epoch 2/2... Discriminator Loss: 1.0253... Generator Loss: 0.9676 3476 Epoch 2/2... Discriminator Loss: 1.4380... Generator Loss: 0.5054 3477 Epoch 2/2... Discriminator Loss: 1.2461... Generator Loss: 0.5699 3478 Epoch 2/2... Discriminator Loss: 1.4411... Generator Loss: 0.5643 3479 Epoch 2/2... Discriminator Loss: 1.0804... Generator Loss: 0.7881 3480 Epoch 2/2... Discriminator Loss: 1.3863... Generator Loss: 0.6514 3481 Epoch 2/2... Discriminator Loss: 1.4021... Generator Loss: 0.5081 3482 Epoch 2/2... Discriminator Loss: 1.0662... Generator Loss: 0.9796 3483 Epoch 2/2... Discriminator Loss: 0.9683... Generator Loss: 0.9994 3484 Epoch 2/2... Discriminator Loss: 1.4543... Generator Loss: 0.4829 3485 Epoch 2/2... Discriminator Loss: 1.1883... Generator Loss: 0.8812 3486 Epoch 2/2... Discriminator Loss: 1.1000... Generator Loss: 0.8623 3487 Epoch 2/2... Discriminator Loss: 1.1995... Generator Loss: 0.6641 3488 Epoch 2/2... Discriminator Loss: 1.2543... Generator Loss: 0.6300 3489 Epoch 2/2... Discriminator Loss: 1.1885... Generator Loss: 0.6707 3490 Epoch 2/2... Discriminator Loss: 0.9581... Generator Loss: 1.1995 3491 Epoch 2/2... Discriminator Loss: 1.3192... Generator Loss: 0.5569 3492 Epoch 2/2... Discriminator Loss: 1.5761... Generator Loss: 0.4059 3493 Epoch 2/2... Discriminator Loss: 1.0806... Generator Loss: 0.8865 3494 Epoch 2/2... Discriminator Loss: 0.9296... Generator Loss: 0.9844 3495 Epoch 2/2... Discriminator Loss: 1.1557... Generator Loss: 0.6741 3496 Epoch 2/2... Discriminator Loss: 1.6675... Generator Loss: 0.3600 3497 Epoch 2/2... Discriminator Loss: 0.9696... Generator Loss: 1.0615 3498 Epoch 2/2... Discriminator Loss: 1.0747... 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Generator Loss: 0.7183 3515 Epoch 2/2... Discriminator Loss: 1.2423... Generator Loss: 0.6442 3516 Epoch 2/2... Discriminator Loss: 1.0979... Generator Loss: 0.8262 3517 Epoch 2/2... Discriminator Loss: 1.6594... Generator Loss: 0.3671 3518 Epoch 2/2... Discriminator Loss: 1.0774... Generator Loss: 1.4120 3519 Epoch 2/2... Discriminator Loss: 1.1972... Generator Loss: 0.7025 3520 Epoch 2/2... Discriminator Loss: 1.9869... Generator Loss: 0.2643 3521 Epoch 2/2... Discriminator Loss: 1.2412... Generator Loss: 1.1189 3522 Epoch 2/2... Discriminator Loss: 1.6357... Generator Loss: 0.3723 3523 Epoch 2/2... Discriminator Loss: 1.3739... Generator Loss: 0.5763 3524 Epoch 2/2... Discriminator Loss: 0.9950... Generator Loss: 1.1061 3525 Epoch 2/2... Discriminator Loss: 1.3435... Generator Loss: 0.5432 3526 Epoch 2/2... Discriminator Loss: 1.3810... Generator Loss: 0.5030 3527 Epoch 2/2... Discriminator Loss: 0.9279... Generator Loss: 1.1107 3528 Epoch 2/2... Discriminator Loss: 1.2147... Generator Loss: 0.7044 3529 Epoch 2/2... Discriminator Loss: 1.2836... Generator Loss: 0.5886 3530 Epoch 2/2... Discriminator Loss: 0.9713... Generator Loss: 0.9385 3531 Epoch 2/2... Discriminator Loss: 1.0346... Generator Loss: 0.8828 3532 Epoch 2/2... Discriminator Loss: 1.2036... Generator Loss: 0.6471 3533 Epoch 2/2... Discriminator Loss: 1.0134... Generator Loss: 0.9932 3534 Epoch 2/2... Discriminator Loss: 1.2403... Generator Loss: 0.5868 3535 Epoch 2/2... Discriminator Loss: 1.1677... Generator Loss: 0.6828 3536 Epoch 2/2... Discriminator Loss: 1.0674... Generator Loss: 1.0168 3537 Epoch 2/2... Discriminator Loss: 1.6104... Generator Loss: 0.3774 3538 Epoch 2/2... Discriminator Loss: 0.9378... Generator Loss: 1.0689 3539 Epoch 2/2... Discriminator Loss: 1.2235... Generator Loss: 0.7425 3540 Epoch 2/2... Discriminator Loss: 1.1277... Generator Loss: 0.6989 3541 Epoch 2/2... Discriminator Loss: 1.1055... Generator Loss: 0.7248 3542 Epoch 2/2... Discriminator Loss: 1.4728... Generator Loss: 0.4689 3543 Epoch 2/2... Discriminator Loss: 1.0015... Generator Loss: 1.0074 3544 Epoch 2/2... Discriminator Loss: 0.9652... Generator Loss: 0.9441 3545 Epoch 2/2... Discriminator Loss: 1.8242... Generator Loss: 0.2907 3546 Epoch 2/2... Discriminator Loss: 1.2757... Generator Loss: 0.9199 3547 Epoch 2/2... Discriminator Loss: 0.8828... Generator Loss: 1.2392 3548 Epoch 2/2... Discriminator Loss: 1.7162... Generator Loss: 0.3481 3549 Epoch 2/2... Discriminator Loss: 1.0826... Generator Loss: 1.2770 3550 Epoch 2/2... Discriminator Loss: 1.3808... Generator Loss: 0.5039 3551 Epoch 2/2... Discriminator Loss: 1.6461... Generator Loss: 0.3578 3552 Epoch 2/2... Discriminator Loss: 1.1656... Generator Loss: 0.8190 3553 Epoch 2/2... Discriminator Loss: 1.3313... Generator Loss: 0.5505 3554 Epoch 2/2... Discriminator Loss: 1.6272... Generator Loss: 0.3968 3555 Epoch 2/2... Discriminator Loss: 1.2814... Generator Loss: 0.8915 3556 Epoch 2/2... Discriminator Loss: 1.3215... Generator Loss: 0.5625 3557 Epoch 2/2... Discriminator Loss: 1.6259... Generator Loss: 0.3798 3558 Epoch 2/2... Discriminator Loss: 1.1279... Generator Loss: 0.7374 3559 Epoch 2/2... Discriminator Loss: 0.9379... Generator Loss: 1.1789 3560 Epoch 2/2... Discriminator Loss: 1.3198... Generator Loss: 0.5607 3561 Epoch 2/2... Discriminator Loss: 1.3460... Generator Loss: 0.5697 3562 Epoch 2/2... Discriminator Loss: 1.1035... Generator Loss: 0.9615 3563 Epoch 2/2... Discriminator Loss: 1.6082... Generator Loss: 0.3817 3564 Epoch 2/2... Discriminator Loss: 1.4147... Generator Loss: 0.4873 3565 Epoch 2/2... Discriminator Loss: 1.2105... Generator Loss: 1.0285 3566 Epoch 2/2... Discriminator Loss: 1.7620... Generator Loss: 0.3304 3567 Epoch 2/2... Discriminator Loss: 1.1932... Generator Loss: 1.0723 3568 Epoch 2/2... Discriminator Loss: 1.5141... Generator Loss: 0.4318 3569 Epoch 2/2... Discriminator Loss: 1.6245... Generator Loss: 0.3975 3570 Epoch 2/2... Discriminator Loss: 0.9187... Generator Loss: 1.3673 3571 Epoch 2/2... Discriminator Loss: 0.9300... Generator Loss: 1.0067 3572 Epoch 2/2... Discriminator Loss: 1.3619... Generator Loss: 0.4923 3573 Epoch 2/2... Discriminator Loss: 1.5353... Generator Loss: 0.4693 3574 Epoch 2/2... Discriminator Loss: 1.3152... Generator Loss: 0.6369 3575 Epoch 2/2... Discriminator Loss: 1.1293... Generator Loss: 0.7663 3576 Epoch 2/2... Discriminator Loss: 1.7080... Generator Loss: 0.3587 3577 Epoch 2/2... Discriminator Loss: 1.5699... Generator Loss: 2.3542 3578 Epoch 2/2... Discriminator Loss: 1.6368... Generator Loss: 0.3880 3579 Epoch 2/2... Discriminator Loss: 1.4772... Generator Loss: 0.5112 3580 Epoch 2/2... Discriminator Loss: 1.2795... Generator Loss: 1.0115 3581 Epoch 2/2... Discriminator Loss: 1.8222... Generator Loss: 0.3085 3582 Epoch 2/2... Discriminator Loss: 1.0849... Generator Loss: 1.2665 3583 Epoch 2/2... Discriminator Loss: 1.4402... Generator Loss: 0.4829 3584 Epoch 2/2... Discriminator Loss: 0.8105... Generator Loss: 1.3669 3585 Epoch 2/2... Discriminator Loss: 1.4120... Generator Loss: 0.4809 3586 Epoch 2/2... Discriminator Loss: 1.1210... Generator Loss: 0.9029 3587 Epoch 2/2... Discriminator Loss: 1.0999... Generator Loss: 0.8407 3588 Epoch 2/2... Discriminator Loss: 1.5906... Generator Loss: 0.3789 3589 Epoch 2/2... Discriminator Loss: 1.4120... Generator Loss: 0.7800 3590 Epoch 2/2... Discriminator Loss: 1.7915... Generator Loss: 0.2986 3591 Epoch 2/2... Discriminator Loss: 0.9416... Generator Loss: 1.1247 3592 Epoch 2/2... Discriminator Loss: 1.0958... Generator Loss: 0.8150 3593 Epoch 2/2... Discriminator Loss: 1.2567... Generator Loss: 0.6356 3594 Epoch 2/2... Discriminator Loss: 1.1232... Generator Loss: 1.2218 3595 Epoch 2/2... Discriminator Loss: 1.1882... Generator Loss: 0.6705 3596 Epoch 2/2... Discriminator Loss: 1.1020... Generator Loss: 0.7644 3597 Epoch 2/2... Discriminator Loss: 1.2933... Generator Loss: 0.6069 3598 Epoch 2/2... Discriminator Loss: 1.2304... Generator Loss: 0.6603 3599 Epoch 2/2... Discriminator Loss: 1.3714... Generator Loss: 0.4995 3600 Epoch 2/2... Discriminator Loss: 1.0049... Generator Loss: 0.9748
3601 Epoch 2/2... Discriminator Loss: 1.0274... Generator Loss: 0.8418 3602 Epoch 2/2... Discriminator Loss: 1.6266... Generator Loss: 0.3720 3603 Epoch 2/2... Discriminator Loss: 1.0199... Generator Loss: 1.1327 3604 Epoch 2/2... Discriminator Loss: 1.3748... Generator Loss: 0.5417 3605 Epoch 2/2... Discriminator Loss: 1.1834... Generator Loss: 0.6641 3606 Epoch 2/2... Discriminator Loss: 0.9523... Generator Loss: 1.0813 3607 Epoch 2/2... Discriminator Loss: 1.1370... Generator Loss: 0.7314 3608 Epoch 2/2... Discriminator Loss: 1.5712... Generator Loss: 0.4033 3609 Epoch 2/2... Discriminator Loss: 0.9189... Generator Loss: 1.1536 3610 Epoch 2/2... Discriminator Loss: 1.1063... Generator Loss: 0.8765 3611 Epoch 2/2... Discriminator Loss: 1.4866... Generator Loss: 0.4522 3612 Epoch 2/2... Discriminator Loss: 1.1102... Generator Loss: 0.7196 3613 Epoch 2/2... Discriminator Loss: 1.2567... Generator Loss: 0.6000 3614 Epoch 2/2... Discriminator Loss: 0.9463... Generator Loss: 1.1005 3615 Epoch 2/2... Discriminator Loss: 1.1168... Generator Loss: 0.7201 3616 Epoch 2/2... Discriminator Loss: 0.9811... Generator Loss: 0.9028 3617 Epoch 2/2... Discriminator Loss: 1.3988... Generator Loss: 0.5292 3618 Epoch 2/2... Discriminator Loss: 1.7140... Generator Loss: 0.3476 3619 Epoch 2/2... Discriminator Loss: 1.0833... Generator Loss: 1.0387 3620 Epoch 2/2... Discriminator Loss: 1.3571... Generator Loss: 0.5768 3621 Epoch 2/2... Discriminator Loss: 1.4849... Generator Loss: 0.4785 3622 Epoch 2/2... Discriminator Loss: 1.3461... Generator Loss: 0.6420 3623 Epoch 2/2... Discriminator Loss: 0.9186... Generator Loss: 1.1422 3624 Epoch 2/2... Discriminator Loss: 1.1977... Generator Loss: 0.6001 3625 Epoch 2/2... Discriminator Loss: 1.3208... Generator Loss: 0.5369 3626 Epoch 2/2... Discriminator Loss: 0.8501... Generator Loss: 1.1721 3627 Epoch 2/2... Discriminator Loss: 1.3558... Generator Loss: 0.5191 3628 Epoch 2/2... Discriminator Loss: 1.0894... Generator Loss: 1.1758 3629 Epoch 2/2... Discriminator Loss: 1.4772... Generator Loss: 0.4666 3630 Epoch 2/2... Discriminator Loss: 1.4036... Generator Loss: 0.5368 3631 Epoch 2/2... Discriminator Loss: 1.1231... Generator Loss: 0.8602 3632 Epoch 2/2... Discriminator Loss: 1.1368... Generator Loss: 0.6601 3633 Epoch 2/2... Discriminator Loss: 0.8691... Generator Loss: 1.0890 3634 Epoch 2/2... Discriminator Loss: 1.1009... Generator Loss: 0.8871 3635 Epoch 2/2... Discriminator Loss: 1.1218... Generator Loss: 0.7117 3636 Epoch 2/2... Discriminator Loss: 1.4540... Generator Loss: 0.4563 3637 Epoch 2/2... Discriminator Loss: 0.9868... Generator Loss: 0.9449 3638 Epoch 2/2... Discriminator Loss: 0.9795... Generator Loss: 1.0205 3639 Epoch 2/2... Discriminator Loss: 1.5266... Generator Loss: 0.4118 3640 Epoch 2/2... Discriminator Loss: 1.0257... Generator Loss: 1.0195 3641 Epoch 2/2... Discriminator Loss: 1.0618... Generator Loss: 0.7981 3642 Epoch 2/2... Discriminator Loss: 1.4174... Generator Loss: 0.4989 3643 Epoch 2/2... Discriminator Loss: 1.2575... Generator Loss: 0.6174 3644 Epoch 2/2... Discriminator Loss: 1.0299... Generator Loss: 1.1653 3645 Epoch 2/2... Discriminator Loss: 1.5906... Generator Loss: 0.4172 3646 Epoch 2/2... Discriminator Loss: 1.1466... Generator Loss: 1.1147 3647 Epoch 2/2... Discriminator Loss: 1.6653... Generator Loss: 0.3636 3648 Epoch 2/2... Discriminator Loss: 1.5408... Generator Loss: 0.4564 3649 Epoch 2/2... Discriminator Loss: 1.2669... Generator Loss: 1.0599 3650 Epoch 2/2... Discriminator Loss: 1.9617... Generator Loss: 0.2608 3651 Epoch 2/2... Discriminator Loss: 1.4721... Generator Loss: 1.8502 3652 Epoch 2/2... Discriminator Loss: 1.8836... Generator Loss: 0.2988 3653 Epoch 2/2... Discriminator Loss: 1.1883... Generator Loss: 0.7636 3654 Epoch 2/2... Discriminator Loss: 1.4756... Generator Loss: 1.0889 3655 Epoch 2/2... Discriminator Loss: 1.4293... Generator Loss: 0.4838 3656 Epoch 2/2... Discriminator Loss: 1.0962... Generator Loss: 0.9904 3657 Epoch 2/2... Discriminator Loss: 1.0270... Generator Loss: 0.8942 3658 Epoch 2/2... Discriminator Loss: 1.1133... Generator Loss: 0.7232 3659 Epoch 2/2... Discriminator Loss: 1.2834... Generator Loss: 0.5857 3660 Epoch 2/2... Discriminator Loss: 1.3508... Generator Loss: 0.5796 3661 Epoch 2/2... Discriminator Loss: 1.0523... Generator Loss: 1.2580 3662 Epoch 2/2... Discriminator Loss: 1.2954... Generator Loss: 0.5760 3663 Epoch 2/2... Discriminator Loss: 1.4447... Generator Loss: 0.4970 3664 Epoch 2/2... Discriminator Loss: 1.1400... Generator Loss: 0.9779 3665 Epoch 2/2... Discriminator Loss: 1.5813... Generator Loss: 0.4053 3666 Epoch 2/2... Discriminator Loss: 1.2445... Generator Loss: 0.6658 3667 Epoch 2/2... Discriminator Loss: 0.9844... Generator Loss: 0.9765 3668 Epoch 2/2... Discriminator Loss: 1.2661... Generator Loss: 0.6192 3669 Epoch 2/2... Discriminator Loss: 1.0990... Generator Loss: 0.7802 3670 Epoch 2/2... Discriminator Loss: 1.1048... Generator Loss: 0.8140 3671 Epoch 2/2... Discriminator Loss: 1.6652... Generator Loss: 0.3480 3672 Epoch 2/2... Discriminator Loss: 0.9930... Generator Loss: 0.9326 3673 Epoch 2/2... Discriminator Loss: 0.9981... Generator Loss: 1.2583 3674 Epoch 2/2... Discriminator Loss: 1.5718... Generator Loss: 0.4019 3675 Epoch 2/2... Discriminator Loss: 1.1998... Generator Loss: 0.6786 3676 Epoch 2/2... Discriminator Loss: 0.9904... Generator Loss: 1.0037 3677 Epoch 2/2... Discriminator Loss: 1.4631... Generator Loss: 0.4724 3678 Epoch 2/2... Discriminator Loss: 1.2341... Generator Loss: 0.8694 3679 Epoch 2/2... Discriminator Loss: 1.5611... Generator Loss: 0.4228 3680 Epoch 2/2... Discriminator Loss: 1.1154... Generator Loss: 1.0233 3681 Epoch 2/2... Discriminator Loss: 1.6904... Generator Loss: 0.3549 3682 Epoch 2/2... Discriminator Loss: 0.9450... Generator Loss: 0.9397 3683 Epoch 2/2... Discriminator Loss: 1.3232... Generator Loss: 0.6582 3684 Epoch 2/2... Discriminator Loss: 1.1964... Generator Loss: 0.7032 3685 Epoch 2/2... Discriminator Loss: 1.5673... Generator Loss: 0.4203 3686 Epoch 2/2... Discriminator Loss: 1.1244... Generator Loss: 0.7906 3687 Epoch 2/2... Discriminator Loss: 1.1744... Generator Loss: 0.7622 3688 Epoch 2/2... Discriminator Loss: 1.2877... Generator Loss: 0.6694 3689 Epoch 2/2... Discriminator Loss: 1.2340... Generator Loss: 0.6292 3690 Epoch 2/2... Discriminator Loss: 1.3544... Generator Loss: 0.6028 3691 Epoch 2/2... Discriminator Loss: 1.1083... Generator Loss: 0.8237 3692 Epoch 2/2... Discriminator Loss: 1.0775... Generator Loss: 0.7948 3693 Epoch 2/2... Discriminator Loss: 1.1670... Generator Loss: 0.6827 3694 Epoch 2/2... Discriminator Loss: 1.3515... Generator Loss: 0.5177 3695 Epoch 2/2... Discriminator Loss: 0.9769... Generator Loss: 1.1273 3696 Epoch 2/2... Discriminator Loss: 0.9942... Generator Loss: 0.8438 3697 Epoch 2/2... Discriminator Loss: 1.7572... Generator Loss: 0.3253 3698 Epoch 2/2... Discriminator Loss: 1.1165... Generator Loss: 1.2359 3699 Epoch 2/2... Discriminator Loss: 1.4834... Generator Loss: 0.4299 3700 Epoch 2/2... Discriminator Loss: 1.0602... Generator Loss: 0.8114
3701 Epoch 2/2... Discriminator Loss: 1.0358... Generator Loss: 0.9116 3702 Epoch 2/2... Discriminator Loss: 1.4484... Generator Loss: 0.4806 3703 Epoch 2/2... Discriminator Loss: 1.1501... Generator Loss: 0.7661 3704 Epoch 2/2... Discriminator Loss: 1.1499... Generator Loss: 0.8222 3705 Epoch 2/2... Discriminator Loss: 1.9304... Generator Loss: 0.2983 3706 Epoch 2/2... Discriminator Loss: 1.0068... Generator Loss: 1.0761 3707 Epoch 2/2... Discriminator Loss: 1.0713... Generator Loss: 0.8461 3708 Epoch 2/2... Discriminator Loss: 1.5171... Generator Loss: 0.4211 3709 Epoch 2/2... Discriminator Loss: 1.2677... Generator Loss: 0.6649 3710 Epoch 2/2... Discriminator Loss: 1.2537... Generator Loss: 0.7523 3711 Epoch 2/2... Discriminator Loss: 1.3805... Generator Loss: 0.5653 3712 Epoch 2/2... Discriminator Loss: 1.1926... Generator Loss: 0.8672 3713 Epoch 2/2... Discriminator Loss: 1.3449... Generator Loss: 0.5310 3714 Epoch 2/2... Discriminator Loss: 1.3625... Generator Loss: 0.5266 3715 Epoch 2/2... Discriminator Loss: 1.2194... Generator Loss: 1.1900 3716 Epoch 2/2... Discriminator Loss: 1.5156... Generator Loss: 0.4161 3717 Epoch 2/2... Discriminator Loss: 1.4375... Generator Loss: 1.3145 3718 Epoch 2/2... Discriminator Loss: 2.1408... Generator Loss: 0.2179 3719 Epoch 2/2... Discriminator Loss: 1.0377... Generator Loss: 1.4334 3720 Epoch 2/2... Discriminator Loss: 0.9972... Generator Loss: 0.9468 3721 Epoch 2/2... Discriminator Loss: 1.3214... Generator Loss: 0.5626 3722 Epoch 2/2... Discriminator Loss: 1.2062... Generator Loss: 0.7154 3723 Epoch 2/2... Discriminator Loss: 0.9774... Generator Loss: 1.3497 3724 Epoch 2/2... Discriminator Loss: 1.7041... Generator Loss: 0.3525 3725 Epoch 2/2... Discriminator Loss: 1.0347... Generator Loss: 1.2638 3726 Epoch 2/2... Discriminator Loss: 1.2163... Generator Loss: 0.7004 3727 Epoch 2/2... Discriminator Loss: 1.1450... Generator Loss: 0.7009 3728 Epoch 2/2... Discriminator Loss: 1.1578... Generator Loss: 0.8224 3729 Epoch 2/2... Discriminator Loss: 1.4187... Generator Loss: 0.4959 3730 Epoch 2/2... Discriminator Loss: 0.9818... Generator Loss: 0.9397 3731 Epoch 2/2... Discriminator Loss: 1.1220... Generator Loss: 0.9764 3732 Epoch 2/2... Discriminator Loss: 1.4471... Generator Loss: 0.4472 3733 Epoch 2/2... Discriminator Loss: 1.2294... Generator Loss: 0.8152 3734 Epoch 2/2... Discriminator Loss: 0.9967... Generator Loss: 1.0002 3735 Epoch 2/2... Discriminator Loss: 2.0931... Generator Loss: 0.2134 3736 Epoch 2/2... Discriminator Loss: 1.2829... Generator Loss: 0.9456 3737 Epoch 2/2... Discriminator Loss: 1.0509... Generator Loss: 1.0708 3738 Epoch 2/2... Discriminator Loss: 1.3384... Generator Loss: 0.5467 3739 Epoch 2/2... Discriminator Loss: 1.2539... Generator Loss: 0.6515 3740 Epoch 2/2... Discriminator Loss: 1.2262... Generator Loss: 0.7637 3741 Epoch 2/2... Discriminator Loss: 1.3314... Generator Loss: 0.5318 3742 Epoch 2/2... Discriminator Loss: 0.9993... Generator Loss: 1.5228 3743 Epoch 2/2... Discriminator Loss: 1.7978... Generator Loss: 0.3199 3744 Epoch 2/2... Discriminator Loss: 1.2940... Generator Loss: 0.6273 3745 Epoch 2/2... Discriminator Loss: 1.1692... Generator Loss: 0.8188 3746 Epoch 2/2... Discriminator Loss: 0.9893... Generator Loss: 1.1446 3747 Epoch 2/2... Discriminator Loss: 1.3263... Generator Loss: 0.5546 3748 Epoch 2/2... Discriminator Loss: 1.2098... Generator Loss: 0.6648 3749 Epoch 2/2... Discriminator Loss: 0.7948... Generator Loss: 1.2476
Run your GANs on CelebA. It will take around 20 minutes on the average GPU to run one epoch. You can run the whole epoch or stop when it starts to generate realistic faces.
batch_size = 32
z_dim = 100
learning_rate = 0.0001
beta1 = 0.5
"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
epochs = 1
celeba_dataset = helper.Dataset('celeba', glob(os.path.join(data_dir, 'img_align_celeba/*.jpg')))
with tf.Graph().as_default():
train(epochs, batch_size, z_dim, learning_rate, beta1, celeba_dataset.get_batches,
celeba_dataset.shape, celeba_dataset.image_mode)
0 Epoch 1/1... Discriminator Loss: 7.0042... Generator Loss: 0.0015
1 Epoch 1/1... Discriminator Loss: 6.2535... Generator Loss: 0.0031 2 Epoch 1/1... Discriminator Loss: 5.8563... Generator Loss: 0.0049 3 Epoch 1/1... Discriminator Loss: 5.9195... Generator Loss: 0.0054 4 Epoch 1/1... Discriminator Loss: 5.8566... Generator Loss: 0.0059 5 Epoch 1/1... Discriminator Loss: 5.6641... Generator Loss: 0.0082 6 Epoch 1/1... Discriminator Loss: 5.6074... Generator Loss: 0.0091 7 Epoch 1/1... Discriminator Loss: 5.0384... Generator Loss: 0.0137 8 Epoch 1/1... Discriminator Loss: 4.9154... Generator Loss: 0.0190 9 Epoch 1/1... Discriminator Loss: 4.6960... Generator Loss: 0.0220 10 Epoch 1/1... Discriminator Loss: 4.8127... Generator Loss: 0.0251 11 Epoch 1/1... Discriminator Loss: 4.8330... Generator Loss: 0.0255 12 Epoch 1/1... Discriminator Loss: 4.3333... Generator Loss: 0.0299 13 Epoch 1/1... Discriminator Loss: 4.3174... Generator Loss: 0.0361 14 Epoch 1/1... Discriminator Loss: 4.3064... Generator Loss: 0.0455 15 Epoch 1/1... Discriminator Loss: 3.8387... Generator Loss: 0.0643 16 Epoch 1/1... Discriminator Loss: 4.6060... Generator Loss: 0.0531 17 Epoch 1/1... Discriminator Loss: 4.4397... Generator Loss: 0.0446 18 Epoch 1/1... Discriminator Loss: 3.9781... Generator Loss: 0.0730 19 Epoch 1/1... Discriminator Loss: 3.7111... Generator Loss: 0.1022 20 Epoch 1/1... Discriminator Loss: 3.0690... Generator Loss: 0.1498 21 Epoch 1/1... Discriminator Loss: 3.5003... Generator Loss: 0.2934 22 Epoch 1/1... Discriminator Loss: 2.8317... Generator Loss: 0.2895 23 Epoch 1/1... Discriminator Loss: 3.0134... Generator Loss: 0.2649 24 Epoch 1/1... Discriminator Loss: 2.5907... Generator Loss: 0.2607 25 Epoch 1/1... Discriminator Loss: 2.4975... Generator Loss: 0.3602 26 Epoch 1/1... Discriminator Loss: 2.4508... Generator Loss: 0.3892 27 Epoch 1/1... Discriminator Loss: 2.3573... Generator Loss: 0.4369 28 Epoch 1/1... Discriminator Loss: 2.6122... Generator Loss: 0.4493 29 Epoch 1/1... Discriminator Loss: 2.8223... Generator Loss: 0.2675 30 Epoch 1/1... Discriminator Loss: 2.1199... Generator Loss: 0.3698 31 Epoch 1/1... Discriminator Loss: 2.0342... Generator Loss: 0.4310 32 Epoch 1/1... Discriminator Loss: 2.1559... Generator Loss: 0.4312 33 Epoch 1/1... Discriminator Loss: 2.4227... Generator Loss: 0.3252 34 Epoch 1/1... Discriminator Loss: 2.8870... Generator Loss: 0.4617 35 Epoch 1/1... Discriminator Loss: 2.2722... Generator Loss: 0.5480 36 Epoch 1/1... Discriminator Loss: 2.4413... Generator Loss: 0.5005 37 Epoch 1/1... Discriminator Loss: 2.0153... Generator Loss: 0.6410 38 Epoch 1/1... Discriminator Loss: 1.8850... Generator Loss: 0.6316 39 Epoch 1/1... Discriminator Loss: 1.7200... Generator Loss: 0.5462 40 Epoch 1/1... Discriminator Loss: 1.6073... Generator Loss: 0.7147 41 Epoch 1/1... Discriminator Loss: 1.8572... Generator Loss: 0.6731 42 Epoch 1/1... Discriminator Loss: 2.3728... Generator Loss: 0.4187 43 Epoch 1/1... Discriminator Loss: 2.2286... Generator Loss: 0.6093 44 Epoch 1/1... Discriminator Loss: 1.5385... Generator Loss: 0.8445 45 Epoch 1/1... Discriminator Loss: 1.7476... Generator Loss: 0.6450 46 Epoch 1/1... Discriminator Loss: 1.6399... Generator Loss: 0.6371 47 Epoch 1/1... Discriminator Loss: 2.1793... Generator Loss: 0.5534 48 Epoch 1/1... Discriminator Loss: 2.0226... Generator Loss: 0.5008 49 Epoch 1/1... Discriminator Loss: 2.0262... Generator Loss: 0.7677 50 Epoch 1/1... Discriminator Loss: 1.8186... Generator Loss: 0.7435 51 Epoch 1/1... Discriminator Loss: 2.0602... Generator Loss: 0.7141 52 Epoch 1/1... Discriminator Loss: 1.8695... Generator Loss: 0.6878 53 Epoch 1/1... Discriminator Loss: 1.6145... Generator Loss: 0.7674 54 Epoch 1/1... Discriminator Loss: 1.6064... Generator Loss: 0.7308 55 Epoch 1/1... Discriminator Loss: 1.7912... Generator Loss: 0.6638 56 Epoch 1/1... Discriminator Loss: 1.6543... Generator Loss: 0.8125 57 Epoch 1/1... Discriminator Loss: 2.0752... Generator Loss: 0.6866 58 Epoch 1/1... Discriminator Loss: 1.8203... Generator Loss: 0.6318 59 Epoch 1/1... Discriminator Loss: 1.7442... Generator Loss: 0.8426 60 Epoch 1/1... Discriminator Loss: 1.7853... Generator Loss: 0.7676 61 Epoch 1/1... Discriminator Loss: 1.1937... Generator Loss: 1.1163 62 Epoch 1/1... Discriminator Loss: 1.2978... Generator Loss: 0.9490 63 Epoch 1/1... Discriminator Loss: 1.4030... Generator Loss: 0.8590 64 Epoch 1/1... Discriminator Loss: 1.5867... Generator Loss: 1.0336 65 Epoch 1/1... Discriminator Loss: 1.1533... Generator Loss: 1.3587 66 Epoch 1/1... Discriminator Loss: 1.1628... Generator Loss: 1.3395 67 Epoch 1/1... Discriminator Loss: 1.2994... Generator Loss: 1.1412 68 Epoch 1/1... Discriminator Loss: 1.4435... Generator Loss: 0.9546 69 Epoch 1/1... Discriminator Loss: 1.4529... Generator Loss: 0.8671 70 Epoch 1/1... Discriminator Loss: 1.5147... Generator Loss: 0.7347 71 Epoch 1/1... Discriminator Loss: 1.9702... Generator Loss: 0.6233 72 Epoch 1/1... Discriminator Loss: 1.6849... Generator Loss: 0.7913 73 Epoch 1/1... Discriminator Loss: 1.7950... Generator Loss: 0.9834 74 Epoch 1/1... Discriminator Loss: 1.3855... Generator Loss: 1.0293 75 Epoch 1/1... Discriminator Loss: 1.2857... Generator Loss: 0.9506 76 Epoch 1/1... Discriminator Loss: 1.7636... Generator Loss: 1.0547 77 Epoch 1/1... Discriminator Loss: 1.0556... Generator Loss: 1.1878 78 Epoch 1/1... Discriminator Loss: 1.4266... Generator Loss: 0.8619 79 Epoch 1/1... Discriminator Loss: 1.2879... Generator Loss: 0.8138 80 Epoch 1/1... Discriminator Loss: 1.0208... Generator Loss: 1.1952 81 Epoch 1/1... Discriminator Loss: 1.2359... Generator Loss: 1.0504 82 Epoch 1/1... Discriminator Loss: 1.3419... Generator Loss: 1.0255 83 Epoch 1/1... Discriminator Loss: 1.2364... Generator Loss: 1.1148 84 Epoch 1/1... Discriminator Loss: 1.3317... Generator Loss: 1.1580 85 Epoch 1/1... Discriminator Loss: 1.4976... Generator Loss: 1.0573 86 Epoch 1/1... Discriminator Loss: 1.1387... Generator Loss: 1.2307 87 Epoch 1/1... Discriminator Loss: 1.1067... Generator Loss: 1.1764 88 Epoch 1/1... Discriminator Loss: 1.2437... Generator Loss: 0.9680 89 Epoch 1/1... Discriminator Loss: 1.3190... Generator Loss: 1.0577 90 Epoch 1/1... Discriminator Loss: 1.6779... Generator Loss: 1.0610 91 Epoch 1/1... Discriminator Loss: 1.0868... Generator Loss: 1.4100 92 Epoch 1/1... Discriminator Loss: 1.8053... Generator Loss: 1.2010 93 Epoch 1/1... Discriminator Loss: 1.0875... Generator Loss: 1.1279 94 Epoch 1/1... Discriminator Loss: 1.0907... Generator Loss: 1.1460 95 Epoch 1/1... Discriminator Loss: 1.2241... Generator Loss: 1.1034 96 Epoch 1/1... Discriminator Loss: 1.4215... Generator Loss: 1.0252 97 Epoch 1/1... Discriminator Loss: 1.2429... Generator Loss: 1.1249 98 Epoch 1/1... Discriminator Loss: 1.0410... Generator Loss: 1.2573 99 Epoch 1/1... Discriminator Loss: 1.0795... Generator Loss: 1.2301 100 Epoch 1/1... Discriminator Loss: 1.6118... Generator Loss: 0.8817
101 Epoch 1/1... Discriminator Loss: 0.9423... Generator Loss: 1.4231 102 Epoch 1/1... Discriminator Loss: 1.0003... Generator Loss: 1.4463 103 Epoch 1/1... Discriminator Loss: 0.8863... Generator Loss: 1.4047 104 Epoch 1/1... Discriminator Loss: 1.0781... Generator Loss: 1.2858 105 Epoch 1/1... Discriminator Loss: 0.9896... Generator Loss: 1.3965 106 Epoch 1/1... Discriminator Loss: 0.9875... Generator Loss: 1.4849 107 Epoch 1/1... Discriminator Loss: 1.0178... Generator Loss: 1.3370 108 Epoch 1/1... Discriminator Loss: 0.9390... Generator Loss: 1.4980 109 Epoch 1/1... Discriminator Loss: 0.9763... Generator Loss: 1.6073 110 Epoch 1/1... Discriminator Loss: 0.9419... Generator Loss: 1.6136 111 Epoch 1/1... Discriminator Loss: 1.2458... Generator Loss: 1.3610 112 Epoch 1/1... Discriminator Loss: 0.8139... Generator Loss: 1.6299 113 Epoch 1/1... Discriminator Loss: 0.7085... Generator Loss: 1.8813 114 Epoch 1/1... Discriminator Loss: 1.0991... Generator Loss: 1.6053 115 Epoch 1/1... Discriminator Loss: 1.0331... Generator Loss: 1.4428 116 Epoch 1/1... Discriminator Loss: 0.7976... Generator Loss: 1.7753 117 Epoch 1/1... Discriminator Loss: 1.0830... Generator Loss: 1.6646 118 Epoch 1/1... Discriminator Loss: 1.0699... Generator Loss: 1.4625 119 Epoch 1/1... Discriminator Loss: 0.7640... Generator Loss: 1.6093 120 Epoch 1/1... Discriminator Loss: 0.8041... Generator Loss: 1.6198 121 Epoch 1/1... Discriminator Loss: 0.8946... Generator Loss: 1.5093 122 Epoch 1/1... Discriminator Loss: 0.8179... Generator Loss: 1.4540 123 Epoch 1/1... Discriminator Loss: 1.1297... Generator Loss: 1.0286 124 Epoch 1/1... Discriminator Loss: 1.2587... Generator Loss: 1.0029 125 Epoch 1/1... Discriminator Loss: 0.9702... Generator Loss: 1.2452 126 Epoch 1/1... Discriminator Loss: 0.9020... Generator Loss: 1.4797 127 Epoch 1/1... Discriminator Loss: 0.8067... Generator Loss: 1.6059 128 Epoch 1/1... Discriminator Loss: 0.7702... Generator Loss: 1.8616 129 Epoch 1/1... 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Generator Loss: 0.8092 1015 Epoch 1/1... Discriminator Loss: 1.4271... Generator Loss: 0.8355 1016 Epoch 1/1... Discriminator Loss: 1.4553... Generator Loss: 0.7648 1017 Epoch 1/1... Discriminator Loss: 1.5039... Generator Loss: 0.7103 1018 Epoch 1/1... Discriminator Loss: 1.4729... Generator Loss: 0.7749 1019 Epoch 1/1... Discriminator Loss: 1.3787... Generator Loss: 0.8334 1020 Epoch 1/1... Discriminator Loss: 1.4750... Generator Loss: 0.7426 1021 Epoch 1/1... Discriminator Loss: 1.4492... Generator Loss: 0.7588 1022 Epoch 1/1... Discriminator Loss: 1.3102... Generator Loss: 1.0500 1023 Epoch 1/1... Discriminator Loss: 1.2639... Generator Loss: 0.9549 1024 Epoch 1/1... Discriminator Loss: 1.5417... Generator Loss: 0.6416 1025 Epoch 1/1... Discriminator Loss: 1.3427... Generator Loss: 0.7960 1026 Epoch 1/1... Discriminator Loss: 1.5169... Generator Loss: 0.8352 1027 Epoch 1/1... Discriminator Loss: 1.4391... Generator Loss: 0.8258 1028 Epoch 1/1... Discriminator Loss: 1.3105... Generator Loss: 0.8308 1029 Epoch 1/1... Discriminator Loss: 1.5190... Generator Loss: 0.7261 1030 Epoch 1/1... Discriminator Loss: 1.4682... Generator Loss: 0.7508 1031 Epoch 1/1... Discriminator Loss: 1.5949... Generator Loss: 0.6779 1032 Epoch 1/1... Discriminator Loss: 1.3483... Generator Loss: 0.8297 1033 Epoch 1/1... Discriminator Loss: 1.4195... Generator Loss: 0.7526 1034 Epoch 1/1... Discriminator Loss: 1.2873... Generator Loss: 0.8400 1035 Epoch 1/1... Discriminator Loss: 1.4411... Generator Loss: 0.8393 1036 Epoch 1/1... Discriminator Loss: 1.4012... Generator Loss: 0.8638 1037 Epoch 1/1... Discriminator Loss: 1.4412... Generator Loss: 0.8480 1038 Epoch 1/1... Discriminator Loss: 1.4419... Generator Loss: 0.7701 1039 Epoch 1/1... Discriminator Loss: 1.4485... Generator Loss: 0.7329 1040 Epoch 1/1... Discriminator Loss: 1.4459... Generator Loss: 0.7857 1041 Epoch 1/1... Discriminator Loss: 1.5905... Generator Loss: 0.7545 1042 Epoch 1/1... Discriminator Loss: 1.4290... Generator Loss: 0.8488 1043 Epoch 1/1... Discriminator Loss: 1.4547... Generator Loss: 0.7929 1044 Epoch 1/1... Discriminator Loss: 1.5292... Generator Loss: 0.6752 1045 Epoch 1/1... Discriminator Loss: 1.5405... Generator Loss: 0.7244 1046 Epoch 1/1... Discriminator Loss: 1.4910... Generator Loss: 0.8110 1047 Epoch 1/1... Discriminator Loss: 1.5273... Generator Loss: 0.6834 1048 Epoch 1/1... Discriminator Loss: 1.6902... Generator Loss: 0.5689 1049 Epoch 1/1... Discriminator Loss: 1.5428... Generator Loss: 0.6965 1050 Epoch 1/1... Discriminator Loss: 1.4732... Generator Loss: 0.8586 1051 Epoch 1/1... Discriminator Loss: 1.3299... Generator Loss: 0.9251 1052 Epoch 1/1... Discriminator Loss: 1.3805... Generator Loss: 0.8748 1053 Epoch 1/1... Discriminator Loss: 1.3023... Generator Loss: 0.8084 1054 Epoch 1/1... Discriminator Loss: 1.3285... Generator Loss: 0.8167 1055 Epoch 1/1... Discriminator Loss: 1.2455... Generator Loss: 0.9218 1056 Epoch 1/1... Discriminator Loss: 1.4017... Generator Loss: 0.7893 1057 Epoch 1/1... Discriminator Loss: 1.3052... Generator Loss: 0.8023 1058 Epoch 1/1... Discriminator Loss: 1.3381... Generator Loss: 0.8283 1059 Epoch 1/1... Discriminator Loss: 1.4020... Generator Loss: 0.8302 1060 Epoch 1/1... Discriminator Loss: 1.3727... Generator Loss: 0.7792 1061 Epoch 1/1... Discriminator Loss: 1.4362... Generator Loss: 0.7756 1062 Epoch 1/1... Discriminator Loss: 1.4235... Generator Loss: 0.7470 1063 Epoch 1/1... Discriminator Loss: 1.4071... Generator Loss: 0.8841 1064 Epoch 1/1... Discriminator Loss: 1.4439... Generator Loss: 0.7910 1065 Epoch 1/1... Discriminator Loss: 1.4456... Generator Loss: 0.7184 1066 Epoch 1/1... Discriminator Loss: 1.4747... Generator Loss: 0.6938 1067 Epoch 1/1... Discriminator Loss: 1.4434... Generator Loss: 0.7792 1068 Epoch 1/1... Discriminator Loss: 1.3539... Generator Loss: 0.8809 1069 Epoch 1/1... Discriminator Loss: 1.3611... Generator Loss: 0.8421 1070 Epoch 1/1... Discriminator Loss: 1.4935... Generator Loss: 0.8017 1071 Epoch 1/1... Discriminator Loss: 1.3527... Generator Loss: 0.8207 1072 Epoch 1/1... Discriminator Loss: 1.4038... Generator Loss: 0.7880 1073 Epoch 1/1... Discriminator Loss: 1.3976... Generator Loss: 0.7808 1074 Epoch 1/1... Discriminator Loss: 1.3887... Generator Loss: 0.8033 1075 Epoch 1/1... Discriminator Loss: 1.4428... Generator Loss: 0.7640 1076 Epoch 1/1... Discriminator Loss: 1.4169... Generator Loss: 0.7523 1077 Epoch 1/1... Discriminator Loss: 1.5294... Generator Loss: 0.7571 1078 Epoch 1/1... Discriminator Loss: 1.5345... Generator Loss: 0.7140 1079 Epoch 1/1... Discriminator Loss: 1.5283... Generator Loss: 0.7157 1080 Epoch 1/1... Discriminator Loss: 1.4336... Generator Loss: 0.8115 1081 Epoch 1/1... Discriminator Loss: 1.3352... Generator Loss: 0.9000 1082 Epoch 1/1... Discriminator Loss: 1.3791... Generator Loss: 0.7955 1083 Epoch 1/1... Discriminator Loss: 1.4946... Generator Loss: 0.6684 1084 Epoch 1/1... Discriminator Loss: 1.5084... Generator Loss: 0.7067 1085 Epoch 1/1... Discriminator Loss: 1.5340... Generator Loss: 0.7567 1086 Epoch 1/1... Discriminator Loss: 1.3369... Generator Loss: 0.8602 1087 Epoch 1/1... Discriminator Loss: 1.3877... Generator Loss: 0.7728 1088 Epoch 1/1... Discriminator Loss: 1.3858... Generator Loss: 0.7981 1089 Epoch 1/1... Discriminator Loss: 1.6885... Generator Loss: 0.6234 1090 Epoch 1/1... Discriminator Loss: 1.5233... Generator Loss: 0.6699 1091 Epoch 1/1... Discriminator Loss: 1.4964... Generator Loss: 0.8162 1092 Epoch 1/1... Discriminator Loss: 1.4263... Generator Loss: 0.8882 1093 Epoch 1/1... Discriminator Loss: 1.4693... Generator Loss: 0.7724 1094 Epoch 1/1... Discriminator Loss: 1.5018... Generator Loss: 0.6905 1095 Epoch 1/1... Discriminator Loss: 1.4614... Generator Loss: 0.8616 1096 Epoch 1/1... Discriminator Loss: 1.5015... Generator Loss: 0.7946 1097 Epoch 1/1... Discriminator Loss: 1.6081... Generator Loss: 0.7199 1098 Epoch 1/1... Discriminator Loss: 1.5252... 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Generator Loss: 0.7874 1115 Epoch 1/1... Discriminator Loss: 1.3564... Generator Loss: 0.9033 1116 Epoch 1/1... Discriminator Loss: 1.4942... Generator Loss: 0.7931 1117 Epoch 1/1... Discriminator Loss: 1.4045... Generator Loss: 0.7327 1118 Epoch 1/1... Discriminator Loss: 1.4729... Generator Loss: 0.7230 1119 Epoch 1/1... Discriminator Loss: 1.5020... Generator Loss: 0.7300 1120 Epoch 1/1... Discriminator Loss: 1.4850... Generator Loss: 0.8130 1121 Epoch 1/1... Discriminator Loss: 1.4542... Generator Loss: 0.7989 1122 Epoch 1/1... Discriminator Loss: 1.4391... Generator Loss: 0.7764 1123 Epoch 1/1... Discriminator Loss: 1.4259... Generator Loss: 0.7811 1124 Epoch 1/1... Discriminator Loss: 1.4989... Generator Loss: 0.7459 1125 Epoch 1/1... Discriminator Loss: 1.5313... Generator Loss: 0.6792 1126 Epoch 1/1... Discriminator Loss: 1.6183... Generator Loss: 0.6997 1127 Epoch 1/1... Discriminator Loss: 1.4749... Generator Loss: 0.8240 1128 Epoch 1/1... Discriminator Loss: 1.4140... Generator Loss: 0.8600 1129 Epoch 1/1... Discriminator Loss: 1.4856... Generator Loss: 0.8641 1130 Epoch 1/1... Discriminator Loss: 1.4709... Generator Loss: 0.7896 1131 Epoch 1/1... Discriminator Loss: 1.4324... Generator Loss: 0.7011 1132 Epoch 1/1... Discriminator Loss: 1.4169... Generator Loss: 0.7200 1133 Epoch 1/1... Discriminator Loss: 1.4289... Generator Loss: 0.7964 1134 Epoch 1/1... Discriminator Loss: 1.3358... Generator Loss: 0.8860 1135 Epoch 1/1... Discriminator Loss: 1.4855... Generator Loss: 0.7367 1136 Epoch 1/1... Discriminator Loss: 1.3377... Generator Loss: 0.7571 1137 Epoch 1/1... Discriminator Loss: 1.4015... Generator Loss: 0.7375 1138 Epoch 1/1... Discriminator Loss: 1.4471... Generator Loss: 0.7432 1139 Epoch 1/1... Discriminator Loss: 1.3873... Generator Loss: 0.8373 1140 Epoch 1/1... Discriminator Loss: 1.4473... Generator Loss: 0.7588 1141 Epoch 1/1... Discriminator Loss: 1.3784... Generator Loss: 0.7828 1142 Epoch 1/1... Discriminator Loss: 1.3971... Generator Loss: 0.8234 1143 Epoch 1/1... Discriminator Loss: 1.2929... Generator Loss: 0.8804 1144 Epoch 1/1... Discriminator Loss: 1.4126... Generator Loss: 0.8142 1145 Epoch 1/1... Discriminator Loss: 1.5777... Generator Loss: 0.7175 1146 Epoch 1/1... Discriminator Loss: 1.4406... Generator Loss: 0.7631 1147 Epoch 1/1... Discriminator Loss: 1.4629... Generator Loss: 0.8061 1148 Epoch 1/1... Discriminator Loss: 1.3824... Generator Loss: 0.9015 1149 Epoch 1/1... Discriminator Loss: 1.5510... Generator Loss: 0.7970 1150 Epoch 1/1... Discriminator Loss: 1.4650... Generator Loss: 0.7964 1151 Epoch 1/1... Discriminator Loss: 1.4074... Generator Loss: 0.8983 1152 Epoch 1/1... Discriminator Loss: 1.3974... Generator Loss: 0.8708 1153 Epoch 1/1... Discriminator Loss: 1.4045... Generator Loss: 0.8653 1154 Epoch 1/1... Discriminator Loss: 1.3852... Generator Loss: 0.8003 1155 Epoch 1/1... Discriminator Loss: 1.3777... Generator Loss: 0.7727 1156 Epoch 1/1... Discriminator Loss: 1.3886... Generator Loss: 0.8131 1157 Epoch 1/1... Discriminator Loss: 1.2970... Generator Loss: 0.8776 1158 Epoch 1/1... Discriminator Loss: 1.4286... Generator Loss: 0.7340 1159 Epoch 1/1... Discriminator Loss: 1.3530... Generator Loss: 0.7614 1160 Epoch 1/1... Discriminator Loss: 1.4744... Generator Loss: 0.7521 1161 Epoch 1/1... Discriminator Loss: 1.3333... Generator Loss: 0.8528 1162 Epoch 1/1... Discriminator Loss: 1.3868... Generator Loss: 0.7820 1163 Epoch 1/1... Discriminator Loss: 1.4477... Generator Loss: 0.7542 1164 Epoch 1/1... Discriminator Loss: 1.4023... Generator Loss: 0.7232 1165 Epoch 1/1... Discriminator Loss: 1.4936... Generator Loss: 0.6981 1166 Epoch 1/1... Discriminator Loss: 1.3744... Generator Loss: 0.7933 1167 Epoch 1/1... Discriminator Loss: 1.5592... Generator Loss: 0.7414 1168 Epoch 1/1... Discriminator Loss: 1.4869... Generator Loss: 0.7325 1169 Epoch 1/1... Discriminator Loss: 1.5279... Generator Loss: 0.6198 1170 Epoch 1/1... Discriminator Loss: 1.6300... Generator Loss: 0.6310 1171 Epoch 1/1... Discriminator Loss: 1.5833... Generator Loss: 0.6794 1172 Epoch 1/1... Discriminator Loss: 1.4218... Generator Loss: 0.7661 1173 Epoch 1/1... Discriminator Loss: 1.5571... Generator Loss: 0.6686 1174 Epoch 1/1... Discriminator Loss: 1.4510... Generator Loss: 0.7959 1175 Epoch 1/1... Discriminator Loss: 1.6467... Generator Loss: 0.6869 1176 Epoch 1/1... Discriminator Loss: 1.5157... Generator Loss: 0.7040 1177 Epoch 1/1... Discriminator Loss: 1.4037... Generator Loss: 0.7361 1178 Epoch 1/1... Discriminator Loss: 1.3720... Generator Loss: 0.7238 1179 Epoch 1/1... Discriminator Loss: 1.3283... Generator Loss: 0.8378 1180 Epoch 1/1... Discriminator Loss: 1.3743... Generator Loss: 0.8107 1181 Epoch 1/1... Discriminator Loss: 1.3594... Generator Loss: 0.7949 1182 Epoch 1/1... Discriminator Loss: 1.3963... Generator Loss: 0.7952 1183 Epoch 1/1... Discriminator Loss: 1.5143... Generator Loss: 0.6952 1184 Epoch 1/1... Discriminator Loss: 1.4882... Generator Loss: 0.7037 1185 Epoch 1/1... Discriminator Loss: 1.4762... Generator Loss: 0.7341 1186 Epoch 1/1... Discriminator Loss: 1.4102... Generator Loss: 0.7839 1187 Epoch 1/1... Discriminator Loss: 1.4853... Generator Loss: 0.7477 1188 Epoch 1/1... Discriminator Loss: 1.6042... Generator Loss: 0.6434 1189 Epoch 1/1... Discriminator Loss: 1.5733... Generator Loss: 0.7064 1190 Epoch 1/1... Discriminator Loss: 1.5332... Generator Loss: 0.6981 1191 Epoch 1/1... Discriminator Loss: 1.5580... Generator Loss: 0.7805 1192 Epoch 1/1... Discriminator Loss: 1.5842... Generator Loss: 0.6889 1193 Epoch 1/1... Discriminator Loss: 1.5341... Generator Loss: 0.6941 1194 Epoch 1/1... Discriminator Loss: 1.4763... Generator Loss: 0.8148 1195 Epoch 1/1... Discriminator Loss: 1.3984... Generator Loss: 0.8464 1196 Epoch 1/1... Discriminator Loss: 1.4377... Generator Loss: 0.7626 1197 Epoch 1/1... Discriminator Loss: 1.4374... Generator Loss: 0.7421 1198 Epoch 1/1... Discriminator Loss: 1.5283... 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Generator Loss: 0.7933 1357 Epoch 1/1... Discriminator Loss: 1.3839... Generator Loss: 0.7690 1358 Epoch 1/1... Discriminator Loss: 1.3430... Generator Loss: 0.8256 1359 Epoch 1/1... Discriminator Loss: 1.3583... Generator Loss: 0.8712 1360 Epoch 1/1... Discriminator Loss: 1.3381... Generator Loss: 0.9021 1361 Epoch 1/1... Discriminator Loss: 1.4329... Generator Loss: 0.7576 1362 Epoch 1/1... Discriminator Loss: 1.3970... Generator Loss: 0.7076 1363 Epoch 1/1... Discriminator Loss: 1.4282... Generator Loss: 0.7213 1364 Epoch 1/1... Discriminator Loss: 1.4170... Generator Loss: 0.7599 1365 Epoch 1/1... Discriminator Loss: 1.4608... Generator Loss: 0.7226 1366 Epoch 1/1... Discriminator Loss: 1.4224... Generator Loss: 0.7430 1367 Epoch 1/1... Discriminator Loss: 1.4116... Generator Loss: 0.7272 1368 Epoch 1/1... Discriminator Loss: 1.3807... Generator Loss: 0.7459 1369 Epoch 1/1... Discriminator Loss: 1.3712... Generator Loss: 0.7807 1370 Epoch 1/1... Discriminator Loss: 1.4065... 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Generator Loss: 0.7895 1385 Epoch 1/1... Discriminator Loss: 1.4438... Generator Loss: 0.7331 1386 Epoch 1/1... Discriminator Loss: 1.5672... Generator Loss: 0.7378 1387 Epoch 1/1... Discriminator Loss: 1.4253... Generator Loss: 0.8638 1388 Epoch 1/1... Discriminator Loss: 1.3128... Generator Loss: 0.9237 1389 Epoch 1/1... Discriminator Loss: 1.3668... Generator Loss: 0.8206 1390 Epoch 1/1... Discriminator Loss: 1.3242... Generator Loss: 0.7755 1391 Epoch 1/1... Discriminator Loss: 1.3767... Generator Loss: 0.8270 1392 Epoch 1/1... Discriminator Loss: 1.4249... Generator Loss: 0.7693 1393 Epoch 1/1... Discriminator Loss: 1.3030... Generator Loss: 0.8759 1394 Epoch 1/1... Discriminator Loss: 1.3291... Generator Loss: 0.8767 1395 Epoch 1/1... Discriminator Loss: 1.5277... Generator Loss: 0.6985 1396 Epoch 1/1... Discriminator Loss: 1.4595... Generator Loss: 0.6914 1397 Epoch 1/1... Discriminator Loss: 1.3375... Generator Loss: 0.8435 1398 Epoch 1/1... Discriminator Loss: 1.4155... 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Generator Loss: 0.7044 1871 Epoch 1/1... Discriminator Loss: 1.4326... Generator Loss: 0.8111 1872 Epoch 1/1... Discriminator Loss: 1.4220... Generator Loss: 0.8161 1873 Epoch 1/1... Discriminator Loss: 1.5022... Generator Loss: 0.6984 1874 Epoch 1/1... Discriminator Loss: 1.4219... Generator Loss: 0.7383 1875 Epoch 1/1... Discriminator Loss: 1.3750... Generator Loss: 0.7072 1876 Epoch 1/1... Discriminator Loss: 1.3155... Generator Loss: 0.8318 1877 Epoch 1/1... Discriminator Loss: 1.3857... Generator Loss: 0.7554 1878 Epoch 1/1... Discriminator Loss: 1.3568... Generator Loss: 0.7776 1879 Epoch 1/1... Discriminator Loss: 1.5125... Generator Loss: 0.6841 1880 Epoch 1/1... Discriminator Loss: 1.5374... Generator Loss: 0.7077 1881 Epoch 1/1... Discriminator Loss: 1.5423... Generator Loss: 0.7301 1882 Epoch 1/1... Discriminator Loss: 1.5076... Generator Loss: 0.7116 1883 Epoch 1/1... Discriminator Loss: 1.4776... Generator Loss: 0.7366 1884 Epoch 1/1... Discriminator Loss: 1.5116... Generator Loss: 0.6959 1885 Epoch 1/1... Discriminator Loss: 1.5168... Generator Loss: 0.7239 1886 Epoch 1/1... Discriminator Loss: 1.5242... Generator Loss: 0.7306 1887 Epoch 1/1... Discriminator Loss: 1.5610... Generator Loss: 0.7795 1888 Epoch 1/1... Discriminator Loss: 1.4799... Generator Loss: 0.8306 1889 Epoch 1/1... Discriminator Loss: 1.4808... Generator Loss: 0.7534 1890 Epoch 1/1... Discriminator Loss: 1.3973... Generator Loss: 0.7944 1891 Epoch 1/1... Discriminator Loss: 1.4475... Generator Loss: 0.7700 1892 Epoch 1/1... Discriminator Loss: 1.4773... Generator Loss: 0.7503 1893 Epoch 1/1... Discriminator Loss: 1.4903... Generator Loss: 0.7496 1894 Epoch 1/1... Discriminator Loss: 1.4773... Generator Loss: 0.7480 1895 Epoch 1/1... Discriminator Loss: 1.3900... Generator Loss: 0.8210 1896 Epoch 1/1... Discriminator Loss: 1.4371... Generator Loss: 0.8216 1897 Epoch 1/1... Discriminator Loss: 1.4609... Generator Loss: 0.8040 1898 Epoch 1/1... Discriminator Loss: 1.4912... Generator Loss: 0.6878 1899 Epoch 1/1... Discriminator Loss: 1.4347... Generator Loss: 0.7212 1900 Epoch 1/1... Discriminator Loss: 1.4051... Generator Loss: 0.8072
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Generator Loss: 0.7862 1915 Epoch 1/1... Discriminator Loss: 1.4055... Generator Loss: 0.7653 1916 Epoch 1/1... Discriminator Loss: 1.4360... Generator Loss: 0.7223 1917 Epoch 1/1... Discriminator Loss: 1.4688... Generator Loss: 0.7892 1918 Epoch 1/1... Discriminator Loss: 1.4189... Generator Loss: 0.7909 1919 Epoch 1/1... Discriminator Loss: 1.3234... Generator Loss: 0.8081 1920 Epoch 1/1... Discriminator Loss: 1.3527... Generator Loss: 0.7838 1921 Epoch 1/1... Discriminator Loss: 1.4608... Generator Loss: 0.7387 1922 Epoch 1/1... Discriminator Loss: 1.4286... Generator Loss: 0.7216 1923 Epoch 1/1... Discriminator Loss: 1.4424... Generator Loss: 0.7274 1924 Epoch 1/1... Discriminator Loss: 1.4202... Generator Loss: 0.7901 1925 Epoch 1/1... Discriminator Loss: 1.4006... Generator Loss: 0.7867 1926 Epoch 1/1... Discriminator Loss: 1.3458... Generator Loss: 0.7578 1927 Epoch 1/1... Discriminator Loss: 1.4571... Generator Loss: 0.7133 1928 Epoch 1/1... Discriminator Loss: 1.4568... Generator Loss: 0.7550 1929 Epoch 1/1... Discriminator Loss: 1.4632... Generator Loss: 0.7983 1930 Epoch 1/1... Discriminator Loss: 1.5224... Generator Loss: 0.7807 1931 Epoch 1/1... Discriminator Loss: 1.4285... Generator Loss: 0.7879 1932 Epoch 1/1... Discriminator Loss: 1.4663... Generator Loss: 0.7369 1933 Epoch 1/1... Discriminator Loss: 1.4435... Generator Loss: 0.7493 1934 Epoch 1/1... Discriminator Loss: 1.4718... Generator Loss: 0.7256 1935 Epoch 1/1... Discriminator Loss: 1.3857... Generator Loss: 0.8021 1936 Epoch 1/1... Discriminator Loss: 1.3587... Generator Loss: 0.8287 1937 Epoch 1/1... Discriminator Loss: 1.4173... Generator Loss: 0.7745 1938 Epoch 1/1... Discriminator Loss: 1.4572... Generator Loss: 0.7281 1939 Epoch 1/1... Discriminator Loss: 1.3930... Generator Loss: 0.7607 1940 Epoch 1/1... Discriminator Loss: 1.4731... Generator Loss: 0.7135 1941 Epoch 1/1... Discriminator Loss: 1.4189... Generator Loss: 0.7454 1942 Epoch 1/1... Discriminator Loss: 1.4241... Generator Loss: 0.7602 1943 Epoch 1/1... Discriminator Loss: 1.3442... Generator Loss: 0.8018 1944 Epoch 1/1... Discriminator Loss: 1.4239... Generator Loss: 0.7580 1945 Epoch 1/1... Discriminator Loss: 1.3162... Generator Loss: 0.8095 1946 Epoch 1/1... Discriminator Loss: 1.4033... Generator Loss: 0.7082 1947 Epoch 1/1... Discriminator Loss: 1.3846... Generator Loss: 0.7707 1948 Epoch 1/1... Discriminator Loss: 1.4487... Generator Loss: 0.7609 1949 Epoch 1/1... Discriminator Loss: 1.3887... Generator Loss: 0.8016 1950 Epoch 1/1... Discriminator Loss: 1.4175... Generator Loss: 0.7719 1951 Epoch 1/1... Discriminator Loss: 1.4071... Generator Loss: 0.7473 1952 Epoch 1/1... Discriminator Loss: 1.4067... Generator Loss: 0.8129 1953 Epoch 1/1... Discriminator Loss: 1.3722... Generator Loss: 0.8418 1954 Epoch 1/1... Discriminator Loss: 1.4533... Generator Loss: 0.7738 1955 Epoch 1/1... Discriminator Loss: 1.4885... Generator Loss: 0.6992 1956 Epoch 1/1... Discriminator Loss: 1.3883... Generator Loss: 0.7716 1957 Epoch 1/1... Discriminator Loss: 1.3955... Generator Loss: 0.8514 1958 Epoch 1/1... Discriminator Loss: 1.3872... Generator Loss: 0.8509 1959 Epoch 1/1... Discriminator Loss: 1.4376... Generator Loss: 0.7882 1960 Epoch 1/1... Discriminator Loss: 1.3945... Generator Loss: 0.7919 1961 Epoch 1/1... Discriminator Loss: 1.4884... Generator Loss: 0.7396 1962 Epoch 1/1... Discriminator Loss: 1.4473... Generator Loss: 0.7560 1963 Epoch 1/1... Discriminator Loss: 1.4548... Generator Loss: 0.7687 1964 Epoch 1/1... Discriminator Loss: 1.4190... Generator Loss: 0.7689 1965 Epoch 1/1... Discriminator Loss: 1.4944... Generator Loss: 0.7277 1966 Epoch 1/1... Discriminator Loss: 1.4077... Generator Loss: 0.7444 1967 Epoch 1/1... Discriminator Loss: 1.4378... Generator Loss: 0.8064 1968 Epoch 1/1... Discriminator Loss: 1.3423... Generator Loss: 0.8517 1969 Epoch 1/1... Discriminator Loss: 1.3911... Generator Loss: 0.7818 1970 Epoch 1/1... Discriminator Loss: 1.4947... Generator Loss: 0.7845 1971 Epoch 1/1... Discriminator Loss: 1.3709... Generator Loss: 0.9264 1972 Epoch 1/1... Discriminator Loss: 1.4358... Generator Loss: 0.7840 1973 Epoch 1/1... Discriminator Loss: 1.3914... Generator Loss: 0.7619 1974 Epoch 1/1... Discriminator Loss: 1.4756... Generator Loss: 0.6721 1975 Epoch 1/1... Discriminator Loss: 1.4288... Generator Loss: 0.7132 1976 Epoch 1/1... Discriminator Loss: 1.3874... Generator Loss: 0.7727 1977 Epoch 1/1... Discriminator Loss: 1.4236... Generator Loss: 0.7879 1978 Epoch 1/1... Discriminator Loss: 1.4109... Generator Loss: 0.7705 1979 Epoch 1/1... Discriminator Loss: 1.4400... Generator Loss: 0.7106 1980 Epoch 1/1... Discriminator Loss: 1.4140... Generator Loss: 0.7218 1981 Epoch 1/1... Discriminator Loss: 1.4164... Generator Loss: 0.7514 1982 Epoch 1/1... Discriminator Loss: 1.4586... Generator Loss: 0.7648 1983 Epoch 1/1... Discriminator Loss: 1.3810... Generator Loss: 0.8291 1984 Epoch 1/1... Discriminator Loss: 1.3683... Generator Loss: 0.8351 1985 Epoch 1/1... Discriminator Loss: 1.4518... Generator Loss: 0.7358 1986 Epoch 1/1... Discriminator Loss: 1.4391... Generator Loss: 0.7081 1987 Epoch 1/1... Discriminator Loss: 1.5131... Generator Loss: 0.6532 1988 Epoch 1/1... Discriminator Loss: 1.4685... Generator Loss: 0.7308 1989 Epoch 1/1... Discriminator Loss: 1.4684... Generator Loss: 0.7594 1990 Epoch 1/1... Discriminator Loss: 1.4440... Generator Loss: 0.7961 1991 Epoch 1/1... Discriminator Loss: 1.3783... Generator Loss: 0.7956 1992 Epoch 1/1... Discriminator Loss: 1.3461... Generator Loss: 0.7599 1993 Epoch 1/1... Discriminator Loss: 1.4194... Generator Loss: 0.7705 1994 Epoch 1/1... Discriminator Loss: 1.4294... Generator Loss: 0.7205 1995 Epoch 1/1... Discriminator Loss: 1.4780... Generator Loss: 0.6973 1996 Epoch 1/1... Discriminator Loss: 1.3621... Generator Loss: 0.7856 1997 Epoch 1/1... Discriminator Loss: 1.4699... Generator Loss: 0.7700 1998 Epoch 1/1... Discriminator Loss: 1.4163... 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Generator Loss: 0.7342 2015 Epoch 1/1... Discriminator Loss: 1.4477... Generator Loss: 0.7576 2016 Epoch 1/1... Discriminator Loss: 1.4272... Generator Loss: 0.7567 2017 Epoch 1/1... Discriminator Loss: 1.3890... Generator Loss: 0.7960 2018 Epoch 1/1... Discriminator Loss: 1.4211... Generator Loss: 0.7404 2019 Epoch 1/1... Discriminator Loss: 1.5000... Generator Loss: 0.7118 2020 Epoch 1/1... Discriminator Loss: 1.4525... Generator Loss: 0.7798 2021 Epoch 1/1... Discriminator Loss: 1.3629... Generator Loss: 0.8327 2022 Epoch 1/1... Discriminator Loss: 1.4314... Generator Loss: 0.7646 2023 Epoch 1/1... Discriminator Loss: 1.4613... Generator Loss: 0.7374 2024 Epoch 1/1... Discriminator Loss: 1.4065... Generator Loss: 0.7889 2025 Epoch 1/1... Discriminator Loss: 1.4299... Generator Loss: 0.8181 2026 Epoch 1/1... Discriminator Loss: 1.3897... Generator Loss: 0.8451 2027 Epoch 1/1... Discriminator Loss: 1.3240... Generator Loss: 0.8633 2028 Epoch 1/1... Discriminator Loss: 1.3328... Generator Loss: 0.8474 2029 Epoch 1/1... Discriminator Loss: 1.3802... Generator Loss: 0.7807 2030 Epoch 1/1... Discriminator Loss: 1.2625... Generator Loss: 0.8461 2031 Epoch 1/1... Discriminator Loss: 1.4301... Generator Loss: 0.7938 2032 Epoch 1/1... Discriminator Loss: 1.3629... Generator Loss: 0.7660 2033 Epoch 1/1... Discriminator Loss: 1.3973... Generator Loss: 0.6937 2034 Epoch 1/1... Discriminator Loss: 1.3613... Generator Loss: 0.7415 2035 Epoch 1/1... Discriminator Loss: 1.5282... Generator Loss: 0.6861 2036 Epoch 1/1... Discriminator Loss: 1.3120... Generator Loss: 0.8176 2037 Epoch 1/1... Discriminator Loss: 1.4524... Generator Loss: 0.7584 2038 Epoch 1/1... Discriminator Loss: 1.5003... Generator Loss: 0.6997 2039 Epoch 1/1... Discriminator Loss: 1.4010... Generator Loss: 0.7740 2040 Epoch 1/1... Discriminator Loss: 1.4377... Generator Loss: 0.8068 2041 Epoch 1/1... Discriminator Loss: 1.4593... Generator Loss: 0.7884 2042 Epoch 1/1... Discriminator Loss: 1.3530... 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Generator Loss: 0.8033 2185 Epoch 1/1... Discriminator Loss: 1.4492... Generator Loss: 0.7763 2186 Epoch 1/1... Discriminator Loss: 1.4998... Generator Loss: 0.7074 2187 Epoch 1/1... Discriminator Loss: 1.4421... Generator Loss: 0.7647 2188 Epoch 1/1... Discriminator Loss: 1.4772... Generator Loss: 0.7716 2189 Epoch 1/1... Discriminator Loss: 1.4426... Generator Loss: 0.7544 2190 Epoch 1/1... Discriminator Loss: 1.3743... Generator Loss: 0.7900 2191 Epoch 1/1... Discriminator Loss: 1.4080... Generator Loss: 0.7304 2192 Epoch 1/1... Discriminator Loss: 1.3940... Generator Loss: 0.8080 2193 Epoch 1/1... Discriminator Loss: 1.3827... Generator Loss: 0.8031 2194 Epoch 1/1... Discriminator Loss: 1.4119... Generator Loss: 0.7783 2195 Epoch 1/1... Discriminator Loss: 1.3667... Generator Loss: 0.7475 2196 Epoch 1/1... Discriminator Loss: 1.3662... Generator Loss: 0.7627 2197 Epoch 1/1... Discriminator Loss: 1.4125... Generator Loss: 0.7701 2198 Epoch 1/1... Discriminator Loss: 1.3864... 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Generator Loss: 0.7238 2229 Epoch 1/1... Discriminator Loss: 1.4434... Generator Loss: 0.7528 2230 Epoch 1/1... Discriminator Loss: 1.4873... Generator Loss: 0.7371 2231 Epoch 1/1... Discriminator Loss: 1.4201... Generator Loss: 0.7765 2232 Epoch 1/1... Discriminator Loss: 1.4107... Generator Loss: 0.7885 2233 Epoch 1/1... Discriminator Loss: 1.3830... Generator Loss: 0.7760 2234 Epoch 1/1... Discriminator Loss: 1.4319... Generator Loss: 0.7292 2235 Epoch 1/1... Discriminator Loss: 1.3915... Generator Loss: 0.7515 2236 Epoch 1/1... Discriminator Loss: 1.3926... Generator Loss: 0.7919 2237 Epoch 1/1... Discriminator Loss: 1.3796... Generator Loss: 0.8505 2238 Epoch 1/1... Discriminator Loss: 1.4435... Generator Loss: 0.7909 2239 Epoch 1/1... Discriminator Loss: 1.3827... Generator Loss: 0.8104 2240 Epoch 1/1... Discriminator Loss: 1.3827... Generator Loss: 0.8253 2241 Epoch 1/1... Discriminator Loss: 1.4104... Generator Loss: 0.8028 2242 Epoch 1/1... Discriminator Loss: 1.4315... 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Generator Loss: 0.7595 2471 Epoch 1/1... Discriminator Loss: 1.4191... Generator Loss: 0.7278 2472 Epoch 1/1... Discriminator Loss: 1.4213... Generator Loss: 0.7006 2473 Epoch 1/1... Discriminator Loss: 1.4016... Generator Loss: 0.7348 2474 Epoch 1/1... Discriminator Loss: 1.4420... Generator Loss: 0.7390 2475 Epoch 1/1... Discriminator Loss: 1.4278... Generator Loss: 0.7245 2476 Epoch 1/1... Discriminator Loss: 1.4473... Generator Loss: 0.7422 2477 Epoch 1/1... Discriminator Loss: 1.4443... Generator Loss: 0.7964 2478 Epoch 1/1... Discriminator Loss: 1.4014... Generator Loss: 0.8550 2479 Epoch 1/1... Discriminator Loss: 1.3636... Generator Loss: 0.8462 2480 Epoch 1/1... Discriminator Loss: 1.3725... Generator Loss: 0.8267 2481 Epoch 1/1... Discriminator Loss: 1.3166... Generator Loss: 0.7776 2482 Epoch 1/1... Discriminator Loss: 1.2958... Generator Loss: 0.8006 2483 Epoch 1/1... Discriminator Loss: 1.3518... Generator Loss: 0.7988 2484 Epoch 1/1... Discriminator Loss: 1.4827... 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Generator Loss: 0.7090 2729 Epoch 1/1... Discriminator Loss: 1.5105... Generator Loss: 0.7128 2730 Epoch 1/1... Discriminator Loss: 1.4640... Generator Loss: 0.7097 2731 Epoch 1/1... Discriminator Loss: 1.3981... Generator Loss: 0.7316 2732 Epoch 1/1... Discriminator Loss: 1.4698... Generator Loss: 0.7192 2733 Epoch 1/1... Discriminator Loss: 1.4135... Generator Loss: 0.7546 2734 Epoch 1/1... Discriminator Loss: 1.4288... Generator Loss: 0.7556 2735 Epoch 1/1... Discriminator Loss: 1.3792... Generator Loss: 0.8092 2736 Epoch 1/1... Discriminator Loss: 1.3589... Generator Loss: 0.7687 2737 Epoch 1/1... Discriminator Loss: 1.3881... Generator Loss: 0.6784 2738 Epoch 1/1... Discriminator Loss: 1.4420... Generator Loss: 0.7260 2739 Epoch 1/1... Discriminator Loss: 1.4694... Generator Loss: 0.7942 2740 Epoch 1/1... Discriminator Loss: 1.4517... Generator Loss: 0.8144 2741 Epoch 1/1... Discriminator Loss: 1.4403... Generator Loss: 0.7846 2742 Epoch 1/1... Discriminator Loss: 1.4304... Generator Loss: 0.7431 2743 Epoch 1/1... Discriminator Loss: 1.4748... Generator Loss: 0.7016 2744 Epoch 1/1... Discriminator Loss: 1.4346... Generator Loss: 0.7559 2745 Epoch 1/1... Discriminator Loss: 1.4163... Generator Loss: 0.7689 2746 Epoch 1/1... Discriminator Loss: 1.3894... Generator Loss: 0.7985 2747 Epoch 1/1... Discriminator Loss: 1.3897... Generator Loss: 0.7503 2748 Epoch 1/1... Discriminator Loss: 1.3535... Generator Loss: 0.7870 2749 Epoch 1/1... Discriminator Loss: 1.3967... Generator Loss: 0.8192 2750 Epoch 1/1... Discriminator Loss: 1.3922... Generator Loss: 0.7742 2751 Epoch 1/1... Discriminator Loss: 1.4263... Generator Loss: 0.7416 2752 Epoch 1/1... Discriminator Loss: 1.4006... Generator Loss: 0.7043 2753 Epoch 1/1... Discriminator Loss: 1.3924... Generator Loss: 0.7149 2754 Epoch 1/1... Discriminator Loss: 1.3188... Generator Loss: 0.8088 2755 Epoch 1/1... Discriminator Loss: 1.3734... Generator Loss: 0.8564 2756 Epoch 1/1... Discriminator Loss: 1.3702... Generator Loss: 0.8271 2757 Epoch 1/1... Discriminator Loss: 1.4387... Generator Loss: 0.7794 2758 Epoch 1/1... Discriminator Loss: 1.4636... Generator Loss: 0.7235 2759 Epoch 1/1... Discriminator Loss: 1.3706... Generator Loss: 0.8186 2760 Epoch 1/1... Discriminator Loss: 1.4216... Generator Loss: 0.7449 2761 Epoch 1/1... Discriminator Loss: 1.4670... Generator Loss: 0.7137 2762 Epoch 1/1... Discriminator Loss: 1.3407... Generator Loss: 0.7946 2763 Epoch 1/1... Discriminator Loss: 1.5199... Generator Loss: 0.7410 2764 Epoch 1/1... Discriminator Loss: 1.4312... Generator Loss: 0.7863 2765 Epoch 1/1... Discriminator Loss: 1.3985... Generator Loss: 0.8092 2766 Epoch 1/1... Discriminator Loss: 1.3848... Generator Loss: 0.7769 2767 Epoch 1/1... Discriminator Loss: 1.4298... Generator Loss: 0.7569 2768 Epoch 1/1... Discriminator Loss: 1.3811... Generator Loss: 0.7696 2769 Epoch 1/1... Discriminator Loss: 1.4113... Generator Loss: 0.8009 2770 Epoch 1/1... Discriminator Loss: 1.4521... Generator Loss: 0.7468 2771 Epoch 1/1... Discriminator Loss: 1.4617... Generator Loss: 0.7190 2772 Epoch 1/1... Discriminator Loss: 1.4137... Generator Loss: 0.7515 2773 Epoch 1/1... Discriminator Loss: 1.3702... Generator Loss: 0.8009 2774 Epoch 1/1... Discriminator Loss: 1.4492... Generator Loss: 0.7498 2775 Epoch 1/1... Discriminator Loss: 1.4717... Generator Loss: 0.7421 2776 Epoch 1/1... Discriminator Loss: 1.4605... Generator Loss: 0.7227 2777 Epoch 1/1... Discriminator Loss: 1.5716... Generator Loss: 0.7147 2778 Epoch 1/1... Discriminator Loss: 1.5416... Generator Loss: 0.7147 2779 Epoch 1/1... Discriminator Loss: 1.4834... Generator Loss: 0.7701 2780 Epoch 1/1... Discriminator Loss: 1.4779... Generator Loss: 0.7624 2781 Epoch 1/1... Discriminator Loss: 1.4595... Generator Loss: 0.7761 2782 Epoch 1/1... Discriminator Loss: 1.3437... Generator Loss: 0.8356 2783 Epoch 1/1... Discriminator Loss: 1.3770... Generator Loss: 0.7777 2784 Epoch 1/1... Discriminator Loss: 1.4932... Generator Loss: 0.6816 2785 Epoch 1/1... Discriminator Loss: 1.4612... Generator Loss: 0.6743 2786 Epoch 1/1... Discriminator Loss: 1.5208... Generator Loss: 0.6850 2787 Epoch 1/1... Discriminator Loss: 1.4999... Generator Loss: 0.7254 2788 Epoch 1/1... Discriminator Loss: 1.5008... Generator Loss: 0.7099 2789 Epoch 1/1... Discriminator Loss: 1.4574... Generator Loss: 0.7345 2790 Epoch 1/1... Discriminator Loss: 1.4233... Generator Loss: 0.7983 2791 Epoch 1/1... Discriminator Loss: 1.3787... Generator Loss: 0.7457 2792 Epoch 1/1... Discriminator Loss: 1.3912... Generator Loss: 0.7543 2793 Epoch 1/1... Discriminator Loss: 1.4580... Generator Loss: 0.7733 2794 Epoch 1/1... Discriminator Loss: 1.4479... Generator Loss: 0.7908 2795 Epoch 1/1... Discriminator Loss: 1.4240... Generator Loss: 0.7823 2796 Epoch 1/1... Discriminator Loss: 1.4908... Generator Loss: 0.7323 2797 Epoch 1/1... Discriminator Loss: 1.5106... Generator Loss: 0.7822 2798 Epoch 1/1... Discriminator Loss: 1.4284... 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Generator Loss: 0.7945 2829 Epoch 1/1... Discriminator Loss: 1.3570... Generator Loss: 0.7831 2830 Epoch 1/1... Discriminator Loss: 1.4124... Generator Loss: 0.7346 2831 Epoch 1/1... Discriminator Loss: 1.4486... Generator Loss: 0.7600 2832 Epoch 1/1... Discriminator Loss: 1.4424... Generator Loss: 0.7811 2833 Epoch 1/1... Discriminator Loss: 1.5116... Generator Loss: 0.7822 2834 Epoch 1/1... Discriminator Loss: 1.4972... Generator Loss: 0.7719 2835 Epoch 1/1... Discriminator Loss: 1.4313... Generator Loss: 0.7805 2836 Epoch 1/1... Discriminator Loss: 1.4725... Generator Loss: 0.8003 2837 Epoch 1/1... Discriminator Loss: 1.4403... Generator Loss: 0.7904 2838 Epoch 1/1... Discriminator Loss: 1.3828... Generator Loss: 0.8199 2839 Epoch 1/1... Discriminator Loss: 1.3907... Generator Loss: 0.8145 2840 Epoch 1/1... Discriminator Loss: 1.4626... Generator Loss: 0.7450 2841 Epoch 1/1... Discriminator Loss: 1.4783... Generator Loss: 0.6941 2842 Epoch 1/1... Discriminator Loss: 1.4407... Generator Loss: 0.7201 2843 Epoch 1/1... Discriminator Loss: 1.4345... Generator Loss: 0.7716 2844 Epoch 1/1... Discriminator Loss: 1.4523... Generator Loss: 0.7744 2845 Epoch 1/1... Discriminator Loss: 1.5021... Generator Loss: 0.7241 2846 Epoch 1/1... Discriminator Loss: 1.3521... Generator Loss: 0.7900 2847 Epoch 1/1... Discriminator Loss: 1.4149... Generator Loss: 0.7621 2848 Epoch 1/1... Discriminator Loss: 1.3624... Generator Loss: 0.7712 2849 Epoch 1/1... Discriminator Loss: 1.3863... Generator Loss: 0.7840 2850 Epoch 1/1... Discriminator Loss: 1.3591... Generator Loss: 0.8240 2851 Epoch 1/1... Discriminator Loss: 1.3778... Generator Loss: 0.8124 2852 Epoch 1/1... Discriminator Loss: 1.3805... Generator Loss: 0.7842 2853 Epoch 1/1... Discriminator Loss: 1.4158... Generator Loss: 0.7460 2854 Epoch 1/1... Discriminator Loss: 1.4618... Generator Loss: 0.7085 2855 Epoch 1/1... Discriminator Loss: 1.4483... Generator Loss: 0.7022 2856 Epoch 1/1... Discriminator Loss: 1.3943... Generator Loss: 0.7574 2857 Epoch 1/1... Discriminator Loss: 1.4715... Generator Loss: 0.7895 2858 Epoch 1/1... Discriminator Loss: 1.3825... Generator Loss: 0.8346 2859 Epoch 1/1... Discriminator Loss: 1.4127... Generator Loss: 0.7880 2860 Epoch 1/1... Discriminator Loss: 1.4327... Generator Loss: 0.7409 2861 Epoch 1/1... Discriminator Loss: 1.4665... Generator Loss: 0.7593 2862 Epoch 1/1... Discriminator Loss: 1.4587... Generator Loss: 0.7648 2863 Epoch 1/1... Discriminator Loss: 1.4661... Generator Loss: 0.7811 2864 Epoch 1/1... Discriminator Loss: 1.5031... Generator Loss: 0.7299 2865 Epoch 1/1... Discriminator Loss: 1.3997... Generator Loss: 0.7836 2866 Epoch 1/1... Discriminator Loss: 1.3732... Generator Loss: 0.8567 2867 Epoch 1/1... Discriminator Loss: 1.3709... Generator Loss: 0.8164 2868 Epoch 1/1... Discriminator Loss: 1.3289... Generator Loss: 0.8033 2869 Epoch 1/1... Discriminator Loss: 1.4375... Generator Loss: 0.6987 2870 Epoch 1/1... Discriminator Loss: 1.4433... Generator Loss: 0.6988 2871 Epoch 1/1... Discriminator Loss: 1.4009... Generator Loss: 0.7715 2872 Epoch 1/1... Discriminator Loss: 1.4606... Generator Loss: 0.7814 2873 Epoch 1/1... Discriminator Loss: 1.4199... Generator Loss: 0.7329 2874 Epoch 1/1... Discriminator Loss: 1.5043... Generator Loss: 0.7474 2875 Epoch 1/1... Discriminator Loss: 1.4171... Generator Loss: 0.8099 2876 Epoch 1/1... Discriminator Loss: 1.4625... Generator Loss: 0.7959 2877 Epoch 1/1... Discriminator Loss: 1.3800... Generator Loss: 0.8445 2878 Epoch 1/1... Discriminator Loss: 1.3923... Generator Loss: 0.8199 2879 Epoch 1/1... Discriminator Loss: 1.4210... Generator Loss: 0.7717 2880 Epoch 1/1... Discriminator Loss: 1.4582... Generator Loss: 0.7328 2881 Epoch 1/1... Discriminator Loss: 1.5001... Generator Loss: 0.7505 2882 Epoch 1/1... Discriminator Loss: 1.5212... Generator Loss: 0.7007 2883 Epoch 1/1... Discriminator Loss: 1.4702... Generator Loss: 0.7292 2884 Epoch 1/1... Discriminator Loss: 1.4393... 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Generator Loss: 0.8157 3329 Epoch 1/1... Discriminator Loss: 1.3544... Generator Loss: 0.8229 3330 Epoch 1/1... Discriminator Loss: 1.3946... Generator Loss: 0.7476 3331 Epoch 1/1... Discriminator Loss: 1.3997... Generator Loss: 0.7275 3332 Epoch 1/1... Discriminator Loss: 1.3961... Generator Loss: 0.7636 3333 Epoch 1/1... Discriminator Loss: 1.3854... Generator Loss: 0.8146 3334 Epoch 1/1... Discriminator Loss: 1.4650... Generator Loss: 0.7417 3335 Epoch 1/1... Discriminator Loss: 1.4728... Generator Loss: 0.7318 3336 Epoch 1/1... Discriminator Loss: 1.4907... Generator Loss: 0.7383 3337 Epoch 1/1... Discriminator Loss: 1.4336... Generator Loss: 0.7565 3338 Epoch 1/1... Discriminator Loss: 1.4411... Generator Loss: 0.7581 3339 Epoch 1/1... Discriminator Loss: 1.4411... Generator Loss: 0.7853 3340 Epoch 1/1... Discriminator Loss: 1.4192... Generator Loss: 0.7579 3341 Epoch 1/1... Discriminator Loss: 1.4142... Generator Loss: 0.7924 3342 Epoch 1/1... Discriminator Loss: 1.3680... 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Generator Loss: 0.8441 3357 Epoch 1/1... Discriminator Loss: 1.3643... Generator Loss: 0.8769 3358 Epoch 1/1... Discriminator Loss: 1.3488... Generator Loss: 0.8594 3359 Epoch 1/1... Discriminator Loss: 1.3801... Generator Loss: 0.8356 3360 Epoch 1/1... Discriminator Loss: 1.4397... Generator Loss: 0.7468 3361 Epoch 1/1... Discriminator Loss: 1.4578... Generator Loss: 0.7164 3362 Epoch 1/1... Discriminator Loss: 1.4351... Generator Loss: 0.7374 3363 Epoch 1/1... Discriminator Loss: 1.4499... Generator Loss: 0.7519 3364 Epoch 1/1... Discriminator Loss: 1.4512... Generator Loss: 0.7814 3365 Epoch 1/1... Discriminator Loss: 1.4561... Generator Loss: 0.7424 3366 Epoch 1/1... Discriminator Loss: 1.4249... Generator Loss: 0.7387 3367 Epoch 1/1... Discriminator Loss: 1.4119... Generator Loss: 0.7537 3368 Epoch 1/1... Discriminator Loss: 1.4440... Generator Loss: 0.7796 3369 Epoch 1/1... Discriminator Loss: 1.4034... Generator Loss: 0.8328 3370 Epoch 1/1... Discriminator Loss: 1.3721... 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Generator Loss: 0.8034 3571 Epoch 1/1... Discriminator Loss: 1.4235... Generator Loss: 0.7671 3572 Epoch 1/1... Discriminator Loss: 1.3949... Generator Loss: 0.7853 3573 Epoch 1/1... Discriminator Loss: 1.3952... Generator Loss: 0.7868 3574 Epoch 1/1... Discriminator Loss: 1.4552... Generator Loss: 0.7775 3575 Epoch 1/1... Discriminator Loss: 1.3878... Generator Loss: 0.8075 3576 Epoch 1/1... Discriminator Loss: 1.4662... Generator Loss: 0.7719 3577 Epoch 1/1... Discriminator Loss: 1.4055... Generator Loss: 0.7765 3578 Epoch 1/1... Discriminator Loss: 1.4083... Generator Loss: 0.7482 3579 Epoch 1/1... Discriminator Loss: 1.4092... Generator Loss: 0.7479 3580 Epoch 1/1... Discriminator Loss: 1.4448... Generator Loss: 0.7753 3581 Epoch 1/1... Discriminator Loss: 1.4251... Generator Loss: 0.7818 3582 Epoch 1/1... Discriminator Loss: 1.4290... Generator Loss: 0.7727 3583 Epoch 1/1... Discriminator Loss: 1.4455... Generator Loss: 0.7901 3584 Epoch 1/1... Discriminator Loss: 1.4140... Generator Loss: 0.8054 3585 Epoch 1/1... Discriminator Loss: 1.3933... Generator Loss: 0.8137 3586 Epoch 1/1... Discriminator Loss: 1.3915... Generator Loss: 0.8001 3587 Epoch 1/1... Discriminator Loss: 1.4143... Generator Loss: 0.7575 3588 Epoch 1/1... Discriminator Loss: 1.4684... Generator Loss: 0.6863 3589 Epoch 1/1... Discriminator Loss: 1.3809... Generator Loss: 0.7382 3590 Epoch 1/1... Discriminator Loss: 1.3969... Generator Loss: 0.7231 3591 Epoch 1/1... Discriminator Loss: 1.4484... Generator Loss: 0.7207 3592 Epoch 1/1... Discriminator Loss: 1.4816... Generator Loss: 0.7680 3593 Epoch 1/1... Discriminator Loss: 1.4555... Generator Loss: 0.7581 3594 Epoch 1/1... Discriminator Loss: 1.4542... Generator Loss: 0.7581 3595 Epoch 1/1... Discriminator Loss: 1.4402... Generator Loss: 0.7890 3596 Epoch 1/1... Discriminator Loss: 1.3962... Generator Loss: 0.8230 3597 Epoch 1/1... Discriminator Loss: 1.4108... Generator Loss: 0.7741 3598 Epoch 1/1... Discriminator Loss: 1.3461... 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Generator Loss: 0.8449 3629 Epoch 1/1... Discriminator Loss: 1.3813... Generator Loss: 0.8088 3630 Epoch 1/1... Discriminator Loss: 1.4143... Generator Loss: 0.7439 3631 Epoch 1/1... Discriminator Loss: 1.3949... Generator Loss: 0.7707 3632 Epoch 1/1... Discriminator Loss: 1.4082... Generator Loss: 0.7784 3633 Epoch 1/1... Discriminator Loss: 1.4033... Generator Loss: 0.7795 3634 Epoch 1/1... Discriminator Loss: 1.4577... Generator Loss: 0.7588 3635 Epoch 1/1... Discriminator Loss: 1.4291... Generator Loss: 0.7576 3636 Epoch 1/1... Discriminator Loss: 1.4159... Generator Loss: 0.7711 3637 Epoch 1/1... Discriminator Loss: 1.4394... Generator Loss: 0.7416 3638 Epoch 1/1... Discriminator Loss: 1.3665... Generator Loss: 0.7845 3639 Epoch 1/1... Discriminator Loss: 1.4416... Generator Loss: 0.7898 3640 Epoch 1/1... Discriminator Loss: 1.4311... Generator Loss: 0.8022 3641 Epoch 1/1... Discriminator Loss: 1.4582... Generator Loss: 0.7612 3642 Epoch 1/1... Discriminator Loss: 1.4039... Generator Loss: 0.7704 3643 Epoch 1/1... Discriminator Loss: 1.4324... Generator Loss: 0.7411 3644 Epoch 1/1... Discriminator Loss: 1.4144... Generator Loss: 0.7424 3645 Epoch 1/1... Discriminator Loss: 1.4031... Generator Loss: 0.7828 3646 Epoch 1/1... Discriminator Loss: 1.4161... Generator Loss: 0.7449 3647 Epoch 1/1... Discriminator Loss: 1.3811... Generator Loss: 0.8044 3648 Epoch 1/1... Discriminator Loss: 1.4368... Generator Loss: 0.7637 3649 Epoch 1/1... Discriminator Loss: 1.4241... Generator Loss: 0.7218 3650 Epoch 1/1... Discriminator Loss: 1.3906... Generator Loss: 0.7585 3651 Epoch 1/1... Discriminator Loss: 1.4223... Generator Loss: 0.7635 3652 Epoch 1/1... Discriminator Loss: 1.3881... Generator Loss: 0.7954 3653 Epoch 1/1... Discriminator Loss: 1.4204... Generator Loss: 0.7855 3654 Epoch 1/1... Discriminator Loss: 1.4000... Generator Loss: 0.7474 3655 Epoch 1/1... Discriminator Loss: 1.4645... Generator Loss: 0.7398 3656 Epoch 1/1... Discriminator Loss: 1.4801... Generator Loss: 0.7554 3657 Epoch 1/1... Discriminator Loss: 1.4266... Generator Loss: 0.7977 3658 Epoch 1/1... Discriminator Loss: 1.4205... Generator Loss: 0.8050 3659 Epoch 1/1... Discriminator Loss: 1.4122... Generator Loss: 0.7523 3660 Epoch 1/1... Discriminator Loss: 1.4115... Generator Loss: 0.7114 3661 Epoch 1/1... Discriminator Loss: 1.4007... Generator Loss: 0.7632 3662 Epoch 1/1... Discriminator Loss: 1.3583... Generator Loss: 0.7990 3663 Epoch 1/1... Discriminator Loss: 1.4034... Generator Loss: 0.7897 3664 Epoch 1/1... Discriminator Loss: 1.3950... Generator Loss: 0.8127 3665 Epoch 1/1... Discriminator Loss: 1.3995... Generator Loss: 0.7926 3666 Epoch 1/1... Discriminator Loss: 1.4686... Generator Loss: 0.7506 3667 Epoch 1/1... Discriminator Loss: 1.3852... Generator Loss: 0.8137 3668 Epoch 1/1... Discriminator Loss: 1.4074... Generator Loss: 0.8063 3669 Epoch 1/1... Discriminator Loss: 1.3853... Generator Loss: 0.7689 3670 Epoch 1/1... Discriminator Loss: 1.4520... Generator Loss: 0.7067 3671 Epoch 1/1... Discriminator Loss: 1.4279... Generator Loss: 0.7495 3672 Epoch 1/1... Discriminator Loss: 1.3794... Generator Loss: 0.8083 3673 Epoch 1/1... Discriminator Loss: 1.4003... Generator Loss: 0.8238 3674 Epoch 1/1... Discriminator Loss: 1.3757... Generator Loss: 0.8587 3675 Epoch 1/1... Discriminator Loss: 1.3684... Generator Loss: 0.8265 3676 Epoch 1/1... Discriminator Loss: 1.4590... Generator Loss: 0.7404 3677 Epoch 1/1... Discriminator Loss: 1.4305... Generator Loss: 0.7319 3678 Epoch 1/1... Discriminator Loss: 1.4457... Generator Loss: 0.7804 3679 Epoch 1/1... Discriminator Loss: 1.4360... Generator Loss: 0.7859 3680 Epoch 1/1... Discriminator Loss: 1.4545... Generator Loss: 0.7665 3681 Epoch 1/1... Discriminator Loss: 1.4489... Generator Loss: 0.7102 3682 Epoch 1/1... Discriminator Loss: 1.4202... Generator Loss: 0.7261 3683 Epoch 1/1... Discriminator Loss: 1.3923... Generator Loss: 0.7559 3684 Epoch 1/1... Discriminator Loss: 1.3911... 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Generator Loss: 0.7837 3715 Epoch 1/1... Discriminator Loss: 1.3891... Generator Loss: 0.7519 3716 Epoch 1/1... Discriminator Loss: 1.3765... Generator Loss: 0.7671 3717 Epoch 1/1... Discriminator Loss: 1.3983... Generator Loss: 0.7738 3718 Epoch 1/1... Discriminator Loss: 1.3928... Generator Loss: 0.7575 3719 Epoch 1/1... Discriminator Loss: 1.3542... Generator Loss: 0.7880 3720 Epoch 1/1... Discriminator Loss: 1.4068... Generator Loss: 0.7617 3721 Epoch 1/1... Discriminator Loss: 1.4275... Generator Loss: 0.7573 3722 Epoch 1/1... Discriminator Loss: 1.4037... Generator Loss: 0.7282 3723 Epoch 1/1... Discriminator Loss: 1.4238... Generator Loss: 0.7221 3724 Epoch 1/1... Discriminator Loss: 1.4800... Generator Loss: 0.7332 3725 Epoch 1/1... Discriminator Loss: 1.4378... Generator Loss: 0.7858 3726 Epoch 1/1... Discriminator Loss: 1.3930... Generator Loss: 0.8007 3727 Epoch 1/1... Discriminator Loss: 1.4195... Generator Loss: 0.7959 3728 Epoch 1/1... Discriminator Loss: 1.3916... 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Generator Loss: 0.7991 3871 Epoch 1/1... Discriminator Loss: 1.3902... Generator Loss: 0.8402 3872 Epoch 1/1... Discriminator Loss: 1.4322... Generator Loss: 0.7847 3873 Epoch 1/1... Discriminator Loss: 1.3972... Generator Loss: 0.7822 3874 Epoch 1/1... Discriminator Loss: 1.3963... Generator Loss: 0.7855 3875 Epoch 1/1... Discriminator Loss: 1.3674... Generator Loss: 0.8170 3876 Epoch 1/1... Discriminator Loss: 1.3898... Generator Loss: 0.8121 3877 Epoch 1/1... Discriminator Loss: 1.3914... Generator Loss: 0.8095 3878 Epoch 1/1... Discriminator Loss: 1.3656... Generator Loss: 0.8192 3879 Epoch 1/1... Discriminator Loss: 1.4035... Generator Loss: 0.7595 3880 Epoch 1/1... Discriminator Loss: 1.4321... Generator Loss: 0.7169 3881 Epoch 1/1... Discriminator Loss: 1.4422... Generator Loss: 0.7464 3882 Epoch 1/1... Discriminator Loss: 1.3694... Generator Loss: 0.8179 3883 Epoch 1/1... Discriminator Loss: 1.3870... Generator Loss: 0.7568 3884 Epoch 1/1... Discriminator Loss: 1.4166... Generator Loss: 0.7535 3885 Epoch 1/1... Discriminator Loss: 1.4473... Generator Loss: 0.7693 3886 Epoch 1/1... Discriminator Loss: 1.4201... Generator Loss: 0.7994 3887 Epoch 1/1... Discriminator Loss: 1.3988... Generator Loss: 0.8102 3888 Epoch 1/1... Discriminator Loss: 1.4003... Generator Loss: 0.8079 3889 Epoch 1/1... Discriminator Loss: 1.4000... Generator Loss: 0.7733 3890 Epoch 1/1... Discriminator Loss: 1.4237... Generator Loss: 0.7368 3891 Epoch 1/1... Discriminator Loss: 1.4326... Generator Loss: 0.7626 3892 Epoch 1/1... Discriminator Loss: 1.3957... Generator Loss: 0.7598 3893 Epoch 1/1... Discriminator Loss: 1.3478... Generator Loss: 0.8054 3894 Epoch 1/1... Discriminator Loss: 1.4210... Generator Loss: 0.7612 3895 Epoch 1/1... Discriminator Loss: 1.4509... Generator Loss: 0.7724 3896 Epoch 1/1... Discriminator Loss: 1.4421... Generator Loss: 0.7669 3897 Epoch 1/1... Discriminator Loss: 1.3963... Generator Loss: 0.7828 3898 Epoch 1/1... Discriminator Loss: 1.3976... 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Generator Loss: 0.7493 3915 Epoch 1/1... Discriminator Loss: 1.4355... Generator Loss: 0.7070 3916 Epoch 1/1... Discriminator Loss: 1.4032... Generator Loss: 0.7677 3917 Epoch 1/1... Discriminator Loss: 1.3840... Generator Loss: 0.8025 3918 Epoch 1/1... Discriminator Loss: 1.4257... Generator Loss: 0.7769 3919 Epoch 1/1... Discriminator Loss: 1.3474... Generator Loss: 0.8288 3920 Epoch 1/1... Discriminator Loss: 1.3794... Generator Loss: 0.8004 3921 Epoch 1/1... Discriminator Loss: 1.4009... Generator Loss: 0.7603 3922 Epoch 1/1... Discriminator Loss: 1.3799... Generator Loss: 0.8079 3923 Epoch 1/1... Discriminator Loss: 1.4419... Generator Loss: 0.7711 3924 Epoch 1/1... Discriminator Loss: 1.4178... Generator Loss: 0.7711 3925 Epoch 1/1... Discriminator Loss: 1.4572... Generator Loss: 0.7068 3926 Epoch 1/1... Discriminator Loss: 1.4602... Generator Loss: 0.7239 3927 Epoch 1/1... Discriminator Loss: 1.4483... Generator Loss: 0.7476 3928 Epoch 1/1... Discriminator Loss: 1.4050... Generator Loss: 0.8072 3929 Epoch 1/1... Discriminator Loss: 1.4175... Generator Loss: 0.7484 3930 Epoch 1/1... Discriminator Loss: 1.4394... Generator Loss: 0.7324 3931 Epoch 1/1... Discriminator Loss: 1.4156... Generator Loss: 0.7550 3932 Epoch 1/1... Discriminator Loss: 1.4241... Generator Loss: 0.8305 3933 Epoch 1/1... Discriminator Loss: 1.3955... Generator Loss: 0.8545 3934 Epoch 1/1... Discriminator Loss: 1.3810... Generator Loss: 0.7844 3935 Epoch 1/1... Discriminator Loss: 1.4109... Generator Loss: 0.7377 3936 Epoch 1/1... Discriminator Loss: 1.3622... Generator Loss: 0.7901 3937 Epoch 1/1... Discriminator Loss: 1.4116... Generator Loss: 0.7790 3938 Epoch 1/1... Discriminator Loss: 1.3841... Generator Loss: 0.8026 3939 Epoch 1/1... Discriminator Loss: 1.4361... Generator Loss: 0.7611 3940 Epoch 1/1... Discriminator Loss: 1.4702... Generator Loss: 0.7277 3941 Epoch 1/1... Discriminator Loss: 1.4318... Generator Loss: 0.7282 3942 Epoch 1/1... Discriminator Loss: 1.4470... Generator Loss: 0.7210 3943 Epoch 1/1... Discriminator Loss: 1.4183... Generator Loss: 0.7229 3944 Epoch 1/1... Discriminator Loss: 1.4060... Generator Loss: 0.7352 3945 Epoch 1/1... Discriminator Loss: 1.4186... Generator Loss: 0.7601 3946 Epoch 1/1... Discriminator Loss: 1.4364... Generator Loss: 0.7829 3947 Epoch 1/1... Discriminator Loss: 1.4127... Generator Loss: 0.7745 3948 Epoch 1/1... Discriminator Loss: 1.4070... Generator Loss: 0.7708 3949 Epoch 1/1... Discriminator Loss: 1.3482... Generator Loss: 0.7936 3950 Epoch 1/1... Discriminator Loss: 1.3845... Generator Loss: 0.8119 3951 Epoch 1/1... Discriminator Loss: 1.3464... Generator Loss: 0.8217 3952 Epoch 1/1... Discriminator Loss: 1.3913... Generator Loss: 0.8047 3953 Epoch 1/1... Discriminator Loss: 1.3719... Generator Loss: 0.7818 3954 Epoch 1/1... Discriminator Loss: 1.4039... Generator Loss: 0.7349 3955 Epoch 1/1... Discriminator Loss: 1.4096... Generator Loss: 0.7401 3956 Epoch 1/1... Discriminator Loss: 1.4444... Generator Loss: 0.7942 3957 Epoch 1/1... Discriminator Loss: 1.4144... Generator Loss: 0.8525 3958 Epoch 1/1... Discriminator Loss: 1.4112... Generator Loss: 0.8277 3959 Epoch 1/1... Discriminator Loss: 1.4427... Generator Loss: 0.7665 3960 Epoch 1/1... Discriminator Loss: 1.4142... Generator Loss: 0.7678 3961 Epoch 1/1... Discriminator Loss: 1.3954... Generator Loss: 0.7330 3962 Epoch 1/1... Discriminator Loss: 1.4153... Generator Loss: 0.7703 3963 Epoch 1/1... Discriminator Loss: 1.3774... Generator Loss: 0.8297 3964 Epoch 1/1... Discriminator Loss: 1.4238... Generator Loss: 0.8338 3965 Epoch 1/1... Discriminator Loss: 1.3623... Generator Loss: 0.8150 3966 Epoch 1/1... Discriminator Loss: 1.4241... Generator Loss: 0.7473 3967 Epoch 1/1... Discriminator Loss: 1.4291... Generator Loss: 0.7523 3968 Epoch 1/1... Discriminator Loss: 1.3914... Generator Loss: 0.7808 3969 Epoch 1/1... Discriminator Loss: 1.3907... Generator Loss: 0.7623 3970 Epoch 1/1... Discriminator Loss: 1.4412... Generator Loss: 0.7053 3971 Epoch 1/1... Discriminator Loss: 1.3613... Generator Loss: 0.7410 3972 Epoch 1/1... Discriminator Loss: 1.4144... Generator Loss: 0.7420 3973 Epoch 1/1... Discriminator Loss: 1.4181... Generator Loss: 0.7739 3974 Epoch 1/1... Discriminator Loss: 1.4051... Generator Loss: 0.7659 3975 Epoch 1/1... Discriminator Loss: 1.4020... Generator Loss: 0.7500 3976 Epoch 1/1... Discriminator Loss: 1.4590... Generator Loss: 0.7700 3977 Epoch 1/1... Discriminator Loss: 1.4358... Generator Loss: 0.7910 3978 Epoch 1/1... Discriminator Loss: 1.4336... Generator Loss: 0.8077 3979 Epoch 1/1... Discriminator Loss: 1.4051... Generator Loss: 0.8112 3980 Epoch 1/1... Discriminator Loss: 1.4541... Generator Loss: 0.7773 3981 Epoch 1/1... Discriminator Loss: 1.3994... Generator Loss: 0.7684 3982 Epoch 1/1... Discriminator Loss: 1.4485... Generator Loss: 0.7337 3983 Epoch 1/1... Discriminator Loss: 1.4091... Generator Loss: 0.7527 3984 Epoch 1/1... Discriminator Loss: 1.4117... Generator Loss: 0.7338 3985 Epoch 1/1... Discriminator Loss: 1.3942... Generator Loss: 0.7528 3986 Epoch 1/1... Discriminator Loss: 1.3884... Generator Loss: 0.8041 3987 Epoch 1/1... Discriminator Loss: 1.3761... Generator Loss: 0.8458 3988 Epoch 1/1... Discriminator Loss: 1.3918... Generator Loss: 0.8184 3989 Epoch 1/1... Discriminator Loss: 1.3425... Generator Loss: 0.8261 3990 Epoch 1/1... Discriminator Loss: 1.3943... Generator Loss: 0.7919 3991 Epoch 1/1... Discriminator Loss: 1.4169... Generator Loss: 0.7271 3992 Epoch 1/1... Discriminator Loss: 1.4646... Generator Loss: 0.7102 3993 Epoch 1/1... Discriminator Loss: 1.4227... Generator Loss: 0.7522 3994 Epoch 1/1... Discriminator Loss: 1.4248... Generator Loss: 0.7322 3995 Epoch 1/1... Discriminator Loss: 1.4511... Generator Loss: 0.7112 3996 Epoch 1/1... Discriminator Loss: 1.4320... Generator Loss: 0.7104 3997 Epoch 1/1... Discriminator Loss: 1.4631... Generator Loss: 0.7481 3998 Epoch 1/1... Discriminator Loss: 1.3686... 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Generator Loss: 0.7647 4171 Epoch 1/1... Discriminator Loss: 1.3396... Generator Loss: 0.8078 4172 Epoch 1/1... Discriminator Loss: 1.4083... Generator Loss: 0.7560 4173 Epoch 1/1... Discriminator Loss: 1.3731... Generator Loss: 0.7715 4174 Epoch 1/1... Discriminator Loss: 1.4166... Generator Loss: 0.7601 4175 Epoch 1/1... Discriminator Loss: 1.4139... Generator Loss: 0.7919 4176 Epoch 1/1... Discriminator Loss: 1.3936... Generator Loss: 0.7811 4177 Epoch 1/1... Discriminator Loss: 1.4337... Generator Loss: 0.7712 4178 Epoch 1/1... Discriminator Loss: 1.4361... Generator Loss: 0.7657 4179 Epoch 1/1... Discriminator Loss: 1.4637... Generator Loss: 0.7635 4180 Epoch 1/1... Discriminator Loss: 1.4387... Generator Loss: 0.7474 4181 Epoch 1/1... Discriminator Loss: 1.4896... Generator Loss: 0.7324 4182 Epoch 1/1... Discriminator Loss: 1.4857... Generator Loss: 0.7415 4183 Epoch 1/1... Discriminator Loss: 1.4500... Generator Loss: 0.7612 4184 Epoch 1/1... Discriminator Loss: 1.4397... 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Generator Loss: 0.7833 4743 Epoch 1/1... Discriminator Loss: 1.3962... Generator Loss: 0.7770 4744 Epoch 1/1... Discriminator Loss: 1.4214... Generator Loss: 0.7784 4745 Epoch 1/1... Discriminator Loss: 1.4265... Generator Loss: 0.7891 4746 Epoch 1/1... Discriminator Loss: 1.3863... Generator Loss: 0.8083 4747 Epoch 1/1... Discriminator Loss: 1.4108... Generator Loss: 0.7677 4748 Epoch 1/1... Discriminator Loss: 1.3966... Generator Loss: 0.7628 4749 Epoch 1/1... Discriminator Loss: 1.3966... Generator Loss: 0.7643 4750 Epoch 1/1... Discriminator Loss: 1.3888... Generator Loss: 0.8082 4751 Epoch 1/1... Discriminator Loss: 1.3736... Generator Loss: 0.8258 4752 Epoch 1/1... Discriminator Loss: 1.3877... Generator Loss: 0.7884 4753 Epoch 1/1... Discriminator Loss: 1.3840... Generator Loss: 0.7652 4754 Epoch 1/1... Discriminator Loss: 1.4402... Generator Loss: 0.7278 4755 Epoch 1/1... Discriminator Loss: 1.4351... Generator Loss: 0.7416 4756 Epoch 1/1... Discriminator Loss: 1.4077... 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Generator Loss: 0.7762 5029 Epoch 1/1... Discriminator Loss: 1.4078... Generator Loss: 0.7671 5030 Epoch 1/1... Discriminator Loss: 1.4145... Generator Loss: 0.7245 5031 Epoch 1/1... Discriminator Loss: 1.3680... Generator Loss: 0.7396 5032 Epoch 1/1... Discriminator Loss: 1.4043... Generator Loss: 0.7652 5033 Epoch 1/1... Discriminator Loss: 1.4003... Generator Loss: 0.8401 5034 Epoch 1/1... Discriminator Loss: 1.4194... Generator Loss: 0.8224 5035 Epoch 1/1... Discriminator Loss: 1.4114... Generator Loss: 0.8286 5036 Epoch 1/1... Discriminator Loss: 1.3944... Generator Loss: 0.7780 5037 Epoch 1/1... Discriminator Loss: 1.3912... Generator Loss: 0.7900 5038 Epoch 1/1... Discriminator Loss: 1.3757... Generator Loss: 0.8023 5039 Epoch 1/1... Discriminator Loss: 1.3992... Generator Loss: 0.8021 5040 Epoch 1/1... Discriminator Loss: 1.3811... Generator Loss: 0.8346 5041 Epoch 1/1... Discriminator Loss: 1.3866... Generator Loss: 0.8004 5042 Epoch 1/1... Discriminator Loss: 1.4148... 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Generator Loss: 0.7800 5057 Epoch 1/1... Discriminator Loss: 1.4331... Generator Loss: 0.7344 5058 Epoch 1/1... Discriminator Loss: 1.4343... Generator Loss: 0.7485 5059 Epoch 1/1... Discriminator Loss: 1.4346... Generator Loss: 0.7404 5060 Epoch 1/1... Discriminator Loss: 1.4109... Generator Loss: 0.7380 5061 Epoch 1/1... Discriminator Loss: 1.4265... Generator Loss: 0.7339 5062 Epoch 1/1... Discriminator Loss: 1.4408... Generator Loss: 0.7372 5063 Epoch 1/1... Discriminator Loss: 1.4674... Generator Loss: 0.7252 5064 Epoch 1/1... Discriminator Loss: 1.4202... Generator Loss: 0.7589 5065 Epoch 1/1... Discriminator Loss: 1.4288... Generator Loss: 0.7801 5066 Epoch 1/1... Discriminator Loss: 1.4259... Generator Loss: 0.7736 5067 Epoch 1/1... Discriminator Loss: 1.3961... Generator Loss: 0.7693 5068 Epoch 1/1... Discriminator Loss: 1.3919... Generator Loss: 0.7774 5069 Epoch 1/1... Discriminator Loss: 1.3751... Generator Loss: 0.7932 5070 Epoch 1/1... Discriminator Loss: 1.3694... 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Generator Loss: 0.7916 5285 Epoch 1/1... Discriminator Loss: 1.4116... Generator Loss: 0.7798 5286 Epoch 1/1... Discriminator Loss: 1.3991... Generator Loss: 0.7697 5287 Epoch 1/1... Discriminator Loss: 1.3853... Generator Loss: 0.7653 5288 Epoch 1/1... Discriminator Loss: 1.3471... Generator Loss: 0.7688 5289 Epoch 1/1... Discriminator Loss: 1.3542... Generator Loss: 0.7494 5290 Epoch 1/1... Discriminator Loss: 1.3998... Generator Loss: 0.7451 5291 Epoch 1/1... Discriminator Loss: 1.3795... Generator Loss: 0.8198 5292 Epoch 1/1... Discriminator Loss: 1.3894... Generator Loss: 0.8657 5293 Epoch 1/1... Discriminator Loss: 1.4037... Generator Loss: 0.8325 5294 Epoch 1/1... Discriminator Loss: 1.3770... Generator Loss: 0.8146 5295 Epoch 1/1... Discriminator Loss: 1.3922... Generator Loss: 0.7795 5296 Epoch 1/1... Discriminator Loss: 1.4012... Generator Loss: 0.7649 5297 Epoch 1/1... Discriminator Loss: 1.3951... Generator Loss: 0.7834 5298 Epoch 1/1... Discriminator Loss: 1.4164... 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Generator Loss: 0.7690 5329 Epoch 1/1... Discriminator Loss: 1.3770... Generator Loss: 0.7850 5330 Epoch 1/1... Discriminator Loss: 1.4022... Generator Loss: 0.7591 5331 Epoch 1/1... Discriminator Loss: 1.3935... Generator Loss: 0.7333 5332 Epoch 1/1... Discriminator Loss: 1.4022... Generator Loss: 0.7341 5333 Epoch 1/1... Discriminator Loss: 1.4152... Generator Loss: 0.7410 5334 Epoch 1/1... Discriminator Loss: 1.3752... Generator Loss: 0.7861 5335 Epoch 1/1... Discriminator Loss: 1.3849... Generator Loss: 0.8022 5336 Epoch 1/1... Discriminator Loss: 1.4425... Generator Loss: 0.7789 5337 Epoch 1/1... Discriminator Loss: 1.3925... Generator Loss: 0.8262 5338 Epoch 1/1... Discriminator Loss: 1.4399... Generator Loss: 0.7920 5339 Epoch 1/1... Discriminator Loss: 1.4010... Generator Loss: 0.8023 5340 Epoch 1/1... Discriminator Loss: 1.3906... Generator Loss: 0.8170 5341 Epoch 1/1... Discriminator Loss: 1.3700... Generator Loss: 0.7932 5342 Epoch 1/1... Discriminator Loss: 1.4007... 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Generator Loss: 0.7441 5529 Epoch 1/1... Discriminator Loss: 1.4220... Generator Loss: 0.7411 5530 Epoch 1/1... Discriminator Loss: 1.4135... Generator Loss: 0.7452 5531 Epoch 1/1... Discriminator Loss: 1.4277... Generator Loss: 0.7492 5532 Epoch 1/1... Discriminator Loss: 1.4194... Generator Loss: 0.7592 5533 Epoch 1/1... Discriminator Loss: 1.4490... Generator Loss: 0.7747 5534 Epoch 1/1... Discriminator Loss: 1.4263... Generator Loss: 0.8023 5535 Epoch 1/1... Discriminator Loss: 1.4166... Generator Loss: 0.8241 5536 Epoch 1/1... Discriminator Loss: 1.4074... Generator Loss: 0.8224 5537 Epoch 1/1... Discriminator Loss: 1.3875... Generator Loss: 0.7971 5538 Epoch 1/1... Discriminator Loss: 1.4055... Generator Loss: 0.7963 5539 Epoch 1/1... Discriminator Loss: 1.4133... Generator Loss: 0.7576 5540 Epoch 1/1... Discriminator Loss: 1.3679... Generator Loss: 0.7716 5541 Epoch 1/1... Discriminator Loss: 1.3854... Generator Loss: 0.7964 5542 Epoch 1/1... Discriminator Loss: 1.3739... Generator Loss: 0.8378 5543 Epoch 1/1... Discriminator Loss: 1.3884... Generator Loss: 0.8289 5544 Epoch 1/1... Discriminator Loss: 1.4114... Generator Loss: 0.7878 5545 Epoch 1/1... Discriminator Loss: 1.4159... Generator Loss: 0.7725 5546 Epoch 1/1... Discriminator Loss: 1.4078... Generator Loss: 0.7583 5547 Epoch 1/1... Discriminator Loss: 1.4216... Generator Loss: 0.7667 5548 Epoch 1/1... Discriminator Loss: 1.3953... Generator Loss: 0.7907 5549 Epoch 1/1... Discriminator Loss: 1.3823... Generator Loss: 0.7836 5550 Epoch 1/1... Discriminator Loss: 1.3998... Generator Loss: 0.7627 5551 Epoch 1/1... Discriminator Loss: 1.3841... Generator Loss: 0.7866 5552 Epoch 1/1... Discriminator Loss: 1.3644... Generator Loss: 0.7990 5553 Epoch 1/1... Discriminator Loss: 1.3519... Generator Loss: 0.7763 5554 Epoch 1/1... Discriminator Loss: 1.4049... Generator Loss: 0.7423 5555 Epoch 1/1... Discriminator Loss: 1.4106... Generator Loss: 0.7542 5556 Epoch 1/1... Discriminator Loss: 1.3995... Generator Loss: 0.7707 5557 Epoch 1/1... Discriminator Loss: 1.3779... Generator Loss: 0.8056 5558 Epoch 1/1... Discriminator Loss: 1.4479... Generator Loss: 0.7902 5559 Epoch 1/1... Discriminator Loss: 1.4141... Generator Loss: 0.7844 5560 Epoch 1/1... Discriminator Loss: 1.4265... Generator Loss: 0.7429 5561 Epoch 1/1... Discriminator Loss: 1.4302... Generator Loss: 0.7528 5562 Epoch 1/1... Discriminator Loss: 1.4079... Generator Loss: 0.7945 5563 Epoch 1/1... Discriminator Loss: 1.4087... Generator Loss: 0.7743 5564 Epoch 1/1... Discriminator Loss: 1.3721... Generator Loss: 0.8306 5565 Epoch 1/1... Discriminator Loss: 1.3985... Generator Loss: 0.8160 5566 Epoch 1/1... Discriminator Loss: 1.4160... Generator Loss: 0.7896 5567 Epoch 1/1... Discriminator Loss: 1.3884... Generator Loss: 0.7526 5568 Epoch 1/1... Discriminator Loss: 1.3873... Generator Loss: 0.7548 5569 Epoch 1/1... Discriminator Loss: 1.4093... Generator Loss: 0.7763 5570 Epoch 1/1... Discriminator Loss: 1.4126... Generator Loss: 0.7796 5571 Epoch 1/1... Discriminator Loss: 1.4364... Generator Loss: 0.7643 5572 Epoch 1/1... Discriminator Loss: 1.3953... Generator Loss: 0.7533 5573 Epoch 1/1... Discriminator Loss: 1.4117... Generator Loss: 0.7578 5574 Epoch 1/1... Discriminator Loss: 1.3969... Generator Loss: 0.8242 5575 Epoch 1/1... Discriminator Loss: 1.3884... Generator Loss: 0.8196 5576 Epoch 1/1... Discriminator Loss: 1.3943... Generator Loss: 0.7974 5577 Epoch 1/1... Discriminator Loss: 1.4044... Generator Loss: 0.7514 5578 Epoch 1/1... Discriminator Loss: 1.4035... Generator Loss: 0.7844 5579 Epoch 1/1... Discriminator Loss: 1.3965... Generator Loss: 0.7761 5580 Epoch 1/1... Discriminator Loss: 1.4022... Generator Loss: 0.7892 5581 Epoch 1/1... Discriminator Loss: 1.3643... Generator Loss: 0.8264 5582 Epoch 1/1... Discriminator Loss: 1.4166... Generator Loss: 0.7616 5583 Epoch 1/1... Discriminator Loss: 1.4402... Generator Loss: 0.7279 5584 Epoch 1/1... Discriminator Loss: 1.3638... Generator Loss: 0.7537 5585 Epoch 1/1... Discriminator Loss: 1.4045... Generator Loss: 0.7713 5586 Epoch 1/1... Discriminator Loss: 1.3962... Generator Loss: 0.7727 5587 Epoch 1/1... Discriminator Loss: 1.4368... Generator Loss: 0.7317 5588 Epoch 1/1... Discriminator Loss: 1.4431... Generator Loss: 0.7222 5589 Epoch 1/1... Discriminator Loss: 1.4247... Generator Loss: 0.7621 5590 Epoch 1/1... Discriminator Loss: 1.3906... Generator Loss: 0.7856 5591 Epoch 1/1... Discriminator Loss: 1.4141... Generator Loss: 0.7619 5592 Epoch 1/1... Discriminator Loss: 1.3979... Generator Loss: 0.7894 5593 Epoch 1/1... Discriminator Loss: 1.4006... Generator Loss: 0.8069 5594 Epoch 1/1... Discriminator Loss: 1.3907... Generator Loss: 0.8087 5595 Epoch 1/1... Discriminator Loss: 1.3717... Generator Loss: 0.8218 5596 Epoch 1/1... Discriminator Loss: 1.4130... Generator Loss: 0.7866 5597 Epoch 1/1... Discriminator Loss: 1.3838... Generator Loss: 0.7968 5598 Epoch 1/1... Discriminator Loss: 1.3604... Generator Loss: 0.7848 5599 Epoch 1/1... Discriminator Loss: 1.4114... Generator Loss: 0.7502 5600 Epoch 1/1... Discriminator Loss: 1.4121... Generator Loss: 0.7585
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Generator Loss: 0.8025 5615 Epoch 1/1... Discriminator Loss: 1.4061... Generator Loss: 0.7969 5616 Epoch 1/1... Discriminator Loss: 1.4057... Generator Loss: 0.7657 5617 Epoch 1/1... Discriminator Loss: 1.3802... Generator Loss: 0.7739 5618 Epoch 1/1... Discriminator Loss: 1.3971... Generator Loss: 0.7852 5619 Epoch 1/1... Discriminator Loss: 1.3950... Generator Loss: 0.7564 5620 Epoch 1/1... Discriminator Loss: 1.4208... Generator Loss: 0.7115 5621 Epoch 1/1... Discriminator Loss: 1.4085... Generator Loss: 0.7484 5622 Epoch 1/1... Discriminator Loss: 1.3674... Generator Loss: 0.8147 5623 Epoch 1/1... Discriminator Loss: 1.3918... Generator Loss: 0.7729 5624 Epoch 1/1... Discriminator Loss: 1.4197... Generator Loss: 0.7774 5625 Epoch 1/1... Discriminator Loss: 1.4125... Generator Loss: 0.7778 5626 Epoch 1/1... Discriminator Loss: 1.3772... Generator Loss: 0.7976 5627 Epoch 1/1... Discriminator Loss: 1.3955... Generator Loss: 0.8140 5628 Epoch 1/1... Discriminator Loss: 1.4219... Generator Loss: 0.7643 5629 Epoch 1/1... Discriminator Loss: 1.3975... Generator Loss: 0.7763 5630 Epoch 1/1... Discriminator Loss: 1.4247... Generator Loss: 0.7709 5631 Epoch 1/1... Discriminator Loss: 1.4132... Generator Loss: 0.7929 5632 Epoch 1/1... Discriminator Loss: 1.3869... Generator Loss: 0.8039 5633 Epoch 1/1... Discriminator Loss: 1.3889... Generator Loss: 0.7783 5634 Epoch 1/1... Discriminator Loss: 1.4020... Generator Loss: 0.7593 5635 Epoch 1/1... Discriminator Loss: 1.4255... Generator Loss: 0.7485 5636 Epoch 1/1... Discriminator Loss: 1.3951... Generator Loss: 0.7312 5637 Epoch 1/1... Discriminator Loss: 1.3925... Generator Loss: 0.7219 5638 Epoch 1/1... Discriminator Loss: 1.3913... Generator Loss: 0.7292 5639 Epoch 1/1... Discriminator Loss: 1.4036... Generator Loss: 0.7591 5640 Epoch 1/1... Discriminator Loss: 1.4077... Generator Loss: 0.8108 5641 Epoch 1/1... Discriminator Loss: 1.4259... Generator Loss: 0.8280 5642 Epoch 1/1... Discriminator Loss: 1.4042... Generator Loss: 0.8263 5643 Epoch 1/1... Discriminator Loss: 1.4248... Generator Loss: 0.7809 5644 Epoch 1/1... Discriminator Loss: 1.4285... Generator Loss: 0.7895 5645 Epoch 1/1... Discriminator Loss: 1.4089... Generator Loss: 0.7961 5646 Epoch 1/1... Discriminator Loss: 1.4108... Generator Loss: 0.7808 5647 Epoch 1/1... Discriminator Loss: 1.3902... Generator Loss: 0.7727 5648 Epoch 1/1... Discriminator Loss: 1.3965... Generator Loss: 0.7670 5649 Epoch 1/1... Discriminator Loss: 1.4172... Generator Loss: 0.7680 5650 Epoch 1/1... Discriminator Loss: 1.4061... Generator Loss: 0.7685 5651 Epoch 1/1... Discriminator Loss: 1.3927... Generator Loss: 0.7573 5652 Epoch 1/1... Discriminator Loss: 1.4207... Generator Loss: 0.7447 5653 Epoch 1/1... Discriminator Loss: 1.4028... Generator Loss: 0.7440 5654 Epoch 1/1... Discriminator Loss: 1.4351... Generator Loss: 0.7507 5655 Epoch 1/1... Discriminator Loss: 1.4374... Generator Loss: 0.7533 5656 Epoch 1/1... Discriminator Loss: 1.4414... Generator Loss: 0.7824 5657 Epoch 1/1... Discriminator Loss: 1.4143... Generator Loss: 0.8154 5658 Epoch 1/1... Discriminator Loss: 1.3949... Generator Loss: 0.8435 5659 Epoch 1/1... Discriminator Loss: 1.4019... Generator Loss: 0.8290 5660 Epoch 1/1... Discriminator Loss: 1.4014... Generator Loss: 0.7961 5661 Epoch 1/1... Discriminator Loss: 1.4064... Generator Loss: 0.7589 5662 Epoch 1/1... Discriminator Loss: 1.3747... Generator Loss: 0.7787 5663 Epoch 1/1... Discriminator Loss: 1.3793... Generator Loss: 0.7753 5664 Epoch 1/1... Discriminator Loss: 1.4163... Generator Loss: 0.7411 5665 Epoch 1/1... Discriminator Loss: 1.3761... Generator Loss: 0.7790 5666 Epoch 1/1... Discriminator Loss: 1.4225... Generator Loss: 0.7820 5667 Epoch 1/1... Discriminator Loss: 1.4096... Generator Loss: 0.7923 5668 Epoch 1/1... Discriminator Loss: 1.4399... Generator Loss: 0.7646 5669 Epoch 1/1... Discriminator Loss: 1.3889... Generator Loss: 0.7860 5670 Epoch 1/1... Discriminator Loss: 1.4336... Generator Loss: 0.7373 5671 Epoch 1/1... Discriminator Loss: 1.4012... Generator Loss: 0.7767 5672 Epoch 1/1... Discriminator Loss: 1.4250... Generator Loss: 0.7669 5673 Epoch 1/1... Discriminator Loss: 1.3843... Generator Loss: 0.7779 5674 Epoch 1/1... Discriminator Loss: 1.4475... Generator Loss: 0.7895 5675 Epoch 1/1... Discriminator Loss: 1.4220... Generator Loss: 0.7949 5676 Epoch 1/1... Discriminator Loss: 1.3891... Generator Loss: 0.7753 5677 Epoch 1/1... Discriminator Loss: 1.3869... Generator Loss: 0.7768 5678 Epoch 1/1... Discriminator Loss: 1.3838... Generator Loss: 0.7858 5679 Epoch 1/1... Discriminator Loss: 1.4022... Generator Loss: 0.7731 5680 Epoch 1/1... Discriminator Loss: 1.4075... Generator Loss: 0.7594 5681 Epoch 1/1... Discriminator Loss: 1.4230... Generator Loss: 0.7695 5682 Epoch 1/1... Discriminator Loss: 1.4071... Generator Loss: 0.7810 5683 Epoch 1/1... Discriminator Loss: 1.4034... Generator Loss: 0.7604 5684 Epoch 1/1... Discriminator Loss: 1.3927... Generator Loss: 0.7863 5685 Epoch 1/1... Discriminator Loss: 1.4096... Generator Loss: 0.7763 5686 Epoch 1/1... Discriminator Loss: 1.3955... Generator Loss: 0.7754 5687 Epoch 1/1... Discriminator Loss: 1.4241... Generator Loss: 0.7835 5688 Epoch 1/1... Discriminator Loss: 1.4024... Generator Loss: 0.7803 5689 Epoch 1/1... Discriminator Loss: 1.3856... Generator Loss: 0.7884 5690 Epoch 1/1... Discriminator Loss: 1.3851... Generator Loss: 0.7696 5691 Epoch 1/1... Discriminator Loss: 1.3733... Generator Loss: 0.7675 5692 Epoch 1/1... Discriminator Loss: 1.4029... Generator Loss: 0.7725 5693 Epoch 1/1... Discriminator Loss: 1.3918... Generator Loss: 0.7924 5694 Epoch 1/1... Discriminator Loss: 1.4117... Generator Loss: 0.8165 5695 Epoch 1/1... Discriminator Loss: 1.4099... Generator Loss: 0.8383 5696 Epoch 1/1... Discriminator Loss: 1.3917... Generator Loss: 0.8258 5697 Epoch 1/1... Discriminator Loss: 1.4138... Generator Loss: 0.7635 5698 Epoch 1/1... Discriminator Loss: 1.4037... 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Generator Loss: 0.7829 5729 Epoch 1/1... Discriminator Loss: 1.4119... Generator Loss: 0.7648 5730 Epoch 1/1... Discriminator Loss: 1.4181... Generator Loss: 0.7863 5731 Epoch 1/1... Discriminator Loss: 1.4024... Generator Loss: 0.8172 5732 Epoch 1/1... Discriminator Loss: 1.4289... Generator Loss: 0.7771 5733 Epoch 1/1... Discriminator Loss: 1.3963... Generator Loss: 0.7997 5734 Epoch 1/1... Discriminator Loss: 1.3671... Generator Loss: 0.8097 5735 Epoch 1/1... Discriminator Loss: 1.4058... Generator Loss: 0.7640 5736 Epoch 1/1... Discriminator Loss: 1.3713... Generator Loss: 0.7620 5737 Epoch 1/1... Discriminator Loss: 1.4130... Generator Loss: 0.7829 5738 Epoch 1/1... Discriminator Loss: 1.3933... Generator Loss: 0.8436 5739 Epoch 1/1... Discriminator Loss: 1.4217... Generator Loss: 0.8046 5740 Epoch 1/1... Discriminator Loss: 1.4152... Generator Loss: 0.7757 5741 Epoch 1/1... Discriminator Loss: 1.3986... Generator Loss: 0.7541 5742 Epoch 1/1... Discriminator Loss: 1.4256... Generator Loss: 0.7507 5743 Epoch 1/1... Discriminator Loss: 1.4075... Generator Loss: 0.7319 5744 Epoch 1/1... Discriminator Loss: 1.3961... Generator Loss: 0.7224 5745 Epoch 1/1... Discriminator Loss: 1.4142... Generator Loss: 0.7518 5746 Epoch 1/1... Discriminator Loss: 1.4250... Generator Loss: 0.8066 5747 Epoch 1/1... Discriminator Loss: 1.4014... Generator Loss: 0.8033 5748 Epoch 1/1... Discriminator Loss: 1.3905... Generator Loss: 0.7941 5749 Epoch 1/1... Discriminator Loss: 1.3996... Generator Loss: 0.7912 5750 Epoch 1/1... Discriminator Loss: 1.3853... Generator Loss: 0.7888 5751 Epoch 1/1... Discriminator Loss: 1.3929... Generator Loss: 0.7880 5752 Epoch 1/1... Discriminator Loss: 1.3961... Generator Loss: 0.7883 5753 Epoch 1/1... Discriminator Loss: 1.4354... Generator Loss: 0.7487 5754 Epoch 1/1... Discriminator Loss: 1.3920... Generator Loss: 0.7475 5755 Epoch 1/1... Discriminator Loss: 1.4099... Generator Loss: 0.7644 5756 Epoch 1/1... Discriminator Loss: 1.4173... Generator Loss: 0.7744 5757 Epoch 1/1... Discriminator Loss: 1.4184... Generator Loss: 0.7876 5758 Epoch 1/1... Discriminator Loss: 1.3941... Generator Loss: 0.7704 5759 Epoch 1/1... Discriminator Loss: 1.3687... Generator Loss: 0.7863 5760 Epoch 1/1... Discriminator Loss: 1.3765... Generator Loss: 0.7503 5761 Epoch 1/1... Discriminator Loss: 1.4055... Generator Loss: 0.7427 5762 Epoch 1/1... Discriminator Loss: 1.4169... Generator Loss: 0.7542 5763 Epoch 1/1... Discriminator Loss: 1.3599... Generator Loss: 0.7937 5764 Epoch 1/1... Discriminator Loss: 1.4179... Generator Loss: 0.7896 5765 Epoch 1/1... Discriminator Loss: 1.3670... Generator Loss: 0.8218 5766 Epoch 1/1... Discriminator Loss: 1.3672... Generator Loss: 0.8108 5767 Epoch 1/1... Discriminator Loss: 1.3712... Generator Loss: 0.8034 5768 Epoch 1/1... Discriminator Loss: 1.3655... Generator Loss: 0.7717 5769 Epoch 1/1... Discriminator Loss: 1.3697... Generator Loss: 0.7532 5770 Epoch 1/1... Discriminator Loss: 1.4113... Generator Loss: 0.7284 5771 Epoch 1/1... Discriminator Loss: 1.4068... Generator Loss: 0.7436 5772 Epoch 1/1... Discriminator Loss: 1.4338... Generator Loss: 0.7989 5773 Epoch 1/1... Discriminator Loss: 1.4206... Generator Loss: 0.8363 5774 Epoch 1/1... Discriminator Loss: 1.4242... Generator Loss: 0.8271 5775 Epoch 1/1... Discriminator Loss: 1.4597... Generator Loss: 0.7474 5776 Epoch 1/1... Discriminator Loss: 1.4144... Generator Loss: 0.7590 5777 Epoch 1/1... Discriminator Loss: 1.4266... Generator Loss: 0.7233 5778 Epoch 1/1... Discriminator Loss: 1.4029... Generator Loss: 0.7329 5779 Epoch 1/1... Discriminator Loss: 1.3882... Generator Loss: 0.7574 5780 Epoch 1/1... Discriminator Loss: 1.4296... Generator Loss: 0.7560 5781 Epoch 1/1... Discriminator Loss: 1.3993... Generator Loss: 0.7897 5782 Epoch 1/1... Discriminator Loss: 1.4024... Generator Loss: 0.8053 5783 Epoch 1/1... Discriminator Loss: 1.3942... Generator Loss: 0.7840 5784 Epoch 1/1... Discriminator Loss: 1.3885... Generator Loss: 0.7744 5785 Epoch 1/1... Discriminator Loss: 1.3910... Generator Loss: 0.7410 5786 Epoch 1/1... Discriminator Loss: 1.4099... Generator Loss: 0.7392 5787 Epoch 1/1... Discriminator Loss: 1.4190... Generator Loss: 0.8169 5788 Epoch 1/1... Discriminator Loss: 1.4041... Generator Loss: 0.8479 5789 Epoch 1/1... Discriminator Loss: 1.4092... Generator Loss: 0.8158 5790 Epoch 1/1... Discriminator Loss: 1.3997... Generator Loss: 0.7903 5791 Epoch 1/1... Discriminator Loss: 1.4068... Generator Loss: 0.7814 5792 Epoch 1/1... Discriminator Loss: 1.3971... Generator Loss: 0.7875 5793 Epoch 1/1... Discriminator Loss: 1.3972... Generator Loss: 0.7724 5794 Epoch 1/1... Discriminator Loss: 1.3824... Generator Loss: 0.7927 5795 Epoch 1/1... Discriminator Loss: 1.3884... Generator Loss: 0.7907 5796 Epoch 1/1... Discriminator Loss: 1.3793... Generator Loss: 0.8222 5797 Epoch 1/1... Discriminator Loss: 1.3927... Generator Loss: 0.8139 5798 Epoch 1/1... Discriminator Loss: 1.4137... 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Generator Loss: 0.7794 5815 Epoch 1/1... Discriminator Loss: 1.4073... Generator Loss: 0.7661 5816 Epoch 1/1... Discriminator Loss: 1.3832... Generator Loss: 0.7675 5817 Epoch 1/1... Discriminator Loss: 1.4512... Generator Loss: 0.7585 5818 Epoch 1/1... Discriminator Loss: 1.4006... Generator Loss: 0.7862 5819 Epoch 1/1... Discriminator Loss: 1.4179... Generator Loss: 0.7889 5820 Epoch 1/1... Discriminator Loss: 1.3815... Generator Loss: 0.8314 5821 Epoch 1/1... Discriminator Loss: 1.3957... Generator Loss: 0.7766 5822 Epoch 1/1... Discriminator Loss: 1.3719... Generator Loss: 0.7275 5823 Epoch 1/1... Discriminator Loss: 1.4051... Generator Loss: 0.7244 5824 Epoch 1/1... Discriminator Loss: 1.4116... Generator Loss: 0.7652 5825 Epoch 1/1... Discriminator Loss: 1.3707... Generator Loss: 0.8410 5826 Epoch 1/1... Discriminator Loss: 1.3849... Generator Loss: 0.8372 5827 Epoch 1/1... Discriminator Loss: 1.3773... Generator Loss: 0.7930 5828 Epoch 1/1... Discriminator Loss: 1.3913... Generator Loss: 0.7580 5829 Epoch 1/1... Discriminator Loss: 1.3713... Generator Loss: 0.8089 5830 Epoch 1/1... Discriminator Loss: 1.4359... Generator Loss: 0.8144 5831 Epoch 1/1... Discriminator Loss: 1.4404... Generator Loss: 0.8045 5832 Epoch 1/1... Discriminator Loss: 1.3899... Generator Loss: 0.8277 5833 Epoch 1/1... Discriminator Loss: 1.4362... Generator Loss: 0.7681 5834 Epoch 1/1... Discriminator Loss: 1.4061... Generator Loss: 0.7405 5835 Epoch 1/1... Discriminator Loss: 1.3976... Generator Loss: 0.7334 5836 Epoch 1/1... Discriminator Loss: 1.3906... Generator Loss: 0.7536 5837 Epoch 1/1... Discriminator Loss: 1.3708... Generator Loss: 0.8184 5838 Epoch 1/1... Discriminator Loss: 1.4144... Generator Loss: 0.8462 5839 Epoch 1/1... Discriminator Loss: 1.3663... Generator Loss: 0.8276 5840 Epoch 1/1... Discriminator Loss: 1.3640... Generator Loss: 0.7922 5841 Epoch 1/1... Discriminator Loss: 1.3859... Generator Loss: 0.7546 5842 Epoch 1/1... Discriminator Loss: 1.3845... Generator Loss: 0.7546 5843 Epoch 1/1... Discriminator Loss: 1.3895... Generator Loss: 0.7815 5844 Epoch 1/1... Discriminator Loss: 1.4268... Generator Loss: 0.7810 5845 Epoch 1/1... Discriminator Loss: 1.4279... Generator Loss: 0.7243 5846 Epoch 1/1... Discriminator Loss: 1.4221... Generator Loss: 0.7297 5847 Epoch 1/1... Discriminator Loss: 1.4577... Generator Loss: 0.7196 5848 Epoch 1/1... Discriminator Loss: 1.4021... Generator Loss: 0.7571 5849 Epoch 1/1... Discriminator Loss: 1.4171... Generator Loss: 0.7472 5850 Epoch 1/1... Discriminator Loss: 1.4013... Generator Loss: 0.7532 5851 Epoch 1/1... Discriminator Loss: 1.3983... Generator Loss: 0.7755 5852 Epoch 1/1... Discriminator Loss: 1.3940... Generator Loss: 0.7736 5853 Epoch 1/1... Discriminator Loss: 1.3887... Generator Loss: 0.8135 5854 Epoch 1/1... Discriminator Loss: 1.3764... Generator Loss: 0.8314 5855 Epoch 1/1... Discriminator Loss: 1.3769... Generator Loss: 0.8539 5856 Epoch 1/1... Discriminator Loss: 1.3608... Generator Loss: 0.8517 5857 Epoch 1/1... Discriminator Loss: 1.3808... Generator Loss: 0.8254 5858 Epoch 1/1... Discriminator Loss: 1.4108... Generator Loss: 0.7762 5859 Epoch 1/1... Discriminator Loss: 1.4188... Generator Loss: 0.7488 5860 Epoch 1/1... Discriminator Loss: 1.4176... Generator Loss: 0.7434 5861 Epoch 1/1... Discriminator Loss: 1.4007... Generator Loss: 0.7642 5862 Epoch 1/1... Discriminator Loss: 1.4019... Generator Loss: 0.8011 5863 Epoch 1/1... Discriminator Loss: 1.4279... Generator Loss: 0.7807 5864 Epoch 1/1... Discriminator Loss: 1.3836... Generator Loss: 0.7922 5865 Epoch 1/1... Discriminator Loss: 1.3874... Generator Loss: 0.7572 5866 Epoch 1/1... Discriminator Loss: 1.3904... Generator Loss: 0.7609 5867 Epoch 1/1... Discriminator Loss: 1.3949... Generator Loss: 0.7717 5868 Epoch 1/1... Discriminator Loss: 1.3804... Generator Loss: 0.7997 5869 Epoch 1/1... Discriminator Loss: 1.4304... Generator Loss: 0.7775 5870 Epoch 1/1... Discriminator Loss: 1.4183... Generator Loss: 0.7382 5871 Epoch 1/1... Discriminator Loss: 1.4283... Generator Loss: 0.7576 5872 Epoch 1/1... Discriminator Loss: 1.4682... Generator Loss: 0.7453 5873 Epoch 1/1... Discriminator Loss: 1.4099... Generator Loss: 0.7812 5874 Epoch 1/1... Discriminator Loss: 1.4009... Generator Loss: 0.7955 5875 Epoch 1/1... Discriminator Loss: 1.3845... Generator Loss: 0.8155 5876 Epoch 1/1... Discriminator Loss: 1.3881... Generator Loss: 0.7687 5877 Epoch 1/1... Discriminator Loss: 1.3971... Generator Loss: 0.7571 5878 Epoch 1/1... Discriminator Loss: 1.4223... Generator Loss: 0.7438 5879 Epoch 1/1... Discriminator Loss: 1.4157... Generator Loss: 0.7541 5880 Epoch 1/1... Discriminator Loss: 1.4162... Generator Loss: 0.7604 5881 Epoch 1/1... Discriminator Loss: 1.4461... Generator Loss: 0.7239 5882 Epoch 1/1... Discriminator Loss: 1.3937... Generator Loss: 0.7591 5883 Epoch 1/1... Discriminator Loss: 1.4166... Generator Loss: 0.7597 5884 Epoch 1/1... Discriminator Loss: 1.4070... Generator Loss: 0.7945 5885 Epoch 1/1... Discriminator Loss: 1.4049... Generator Loss: 0.7982 5886 Epoch 1/1... Discriminator Loss: 1.4170... Generator Loss: 0.7935 5887 Epoch 1/1... Discriminator Loss: 1.3939... Generator Loss: 0.7866 5888 Epoch 1/1... Discriminator Loss: 1.3736... Generator Loss: 0.7982 5889 Epoch 1/1... Discriminator Loss: 1.4052... Generator Loss: 0.7916 5890 Epoch 1/1... Discriminator Loss: 1.3868... Generator Loss: 0.8120 5891 Epoch 1/1... Discriminator Loss: 1.3989... Generator Loss: 0.7856 5892 Epoch 1/1... Discriminator Loss: 1.4065... Generator Loss: 0.7965 5893 Epoch 1/1... Discriminator Loss: 1.4038... Generator Loss: 0.7698 5894 Epoch 1/1... Discriminator Loss: 1.3917... Generator Loss: 0.7752 5895 Epoch 1/1... Discriminator Loss: 1.3939... Generator Loss: 0.7661 5896 Epoch 1/1... Discriminator Loss: 1.4097... Generator Loss: 0.7431 5897 Epoch 1/1... Discriminator Loss: 1.3794... Generator Loss: 0.7362 5898 Epoch 1/1... Discriminator Loss: 1.3822... 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Generator Loss: 0.7536 5915 Epoch 1/1... Discriminator Loss: 1.3775... Generator Loss: 0.7750 5916 Epoch 1/1... Discriminator Loss: 1.4130... Generator Loss: 0.7999 5917 Epoch 1/1... Discriminator Loss: 1.3932... Generator Loss: 0.8138 5918 Epoch 1/1... Discriminator Loss: 1.3994... Generator Loss: 0.7919 5919 Epoch 1/1... Discriminator Loss: 1.3968... Generator Loss: 0.7915 5920 Epoch 1/1... Discriminator Loss: 1.3894... Generator Loss: 0.8112 5921 Epoch 1/1... Discriminator Loss: 1.3771... Generator Loss: 0.8125 5922 Epoch 1/1... Discriminator Loss: 1.3937... Generator Loss: 0.7771 5923 Epoch 1/1... Discriminator Loss: 1.3903... Generator Loss: 0.7714 5924 Epoch 1/1... Discriminator Loss: 1.3815... Generator Loss: 0.7850 5925 Epoch 1/1... Discriminator Loss: 1.4422... Generator Loss: 0.7269 5926 Epoch 1/1... Discriminator Loss: 1.4193... Generator Loss: 0.7222 5927 Epoch 1/1... Discriminator Loss: 1.4308... Generator Loss: 0.7297 5928 Epoch 1/1... Discriminator Loss: 1.4084... Generator Loss: 0.7750 5929 Epoch 1/1... Discriminator Loss: 1.3983... Generator Loss: 0.8378 5930 Epoch 1/1... Discriminator Loss: 1.4163... Generator Loss: 0.7831 5931 Epoch 1/1... Discriminator Loss: 1.4064... Generator Loss: 0.7858 5932 Epoch 1/1... Discriminator Loss: 1.3978... Generator Loss: 0.7683 5933 Epoch 1/1... Discriminator Loss: 1.4071... Generator Loss: 0.7802 5934 Epoch 1/1... Discriminator Loss: 1.4197... Generator Loss: 0.7841 5935 Epoch 1/1... Discriminator Loss: 1.4199... Generator Loss: 0.7756 5936 Epoch 1/1... Discriminator Loss: 1.3783... Generator Loss: 0.7790 5937 Epoch 1/1... Discriminator Loss: 1.3924... Generator Loss: 0.7562 5938 Epoch 1/1... Discriminator Loss: 1.3620... Generator Loss: 0.7776 5939 Epoch 1/1... Discriminator Loss: 1.3842... Generator Loss: 0.7508 5940 Epoch 1/1... Discriminator Loss: 1.4136... Generator Loss: 0.7337 5941 Epoch 1/1... Discriminator Loss: 1.4196... Generator Loss: 0.7614 5942 Epoch 1/1... Discriminator Loss: 1.4094... Generator Loss: 0.7833 5943 Epoch 1/1... Discriminator Loss: 1.4350... Generator Loss: 0.7781 5944 Epoch 1/1... Discriminator Loss: 1.4397... Generator Loss: 0.7943 5945 Epoch 1/1... Discriminator Loss: 1.4245... Generator Loss: 0.7742 5946 Epoch 1/1... Discriminator Loss: 1.3987... Generator Loss: 0.7688 5947 Epoch 1/1... Discriminator Loss: 1.3654... Generator Loss: 0.8046 5948 Epoch 1/1... Discriminator Loss: 1.4021... Generator Loss: 0.8021 5949 Epoch 1/1... Discriminator Loss: 1.3815... Generator Loss: 0.8172 5950 Epoch 1/1... Discriminator Loss: 1.3884... Generator Loss: 0.8274 5951 Epoch 1/1... Discriminator Loss: 1.3983... Generator Loss: 0.7895 5952 Epoch 1/1... Discriminator Loss: 1.4211... Generator Loss: 0.7568 5953 Epoch 1/1... Discriminator Loss: 1.4283... Generator Loss: 0.7456 5954 Epoch 1/1... Discriminator Loss: 1.4272... Generator Loss: 0.7604 5955 Epoch 1/1... Discriminator Loss: 1.4232... Generator Loss: 0.7523 5956 Epoch 1/1... Discriminator Loss: 1.3855... Generator Loss: 0.7845 5957 Epoch 1/1... Discriminator Loss: 1.3974... Generator Loss: 0.7774 5958 Epoch 1/1... Discriminator Loss: 1.4155... Generator Loss: 0.7469 5959 Epoch 1/1... Discriminator Loss: 1.4287... Generator Loss: 0.7460 5960 Epoch 1/1... Discriminator Loss: 1.3987... Generator Loss: 0.7957 5961 Epoch 1/1... Discriminator Loss: 1.4207... Generator Loss: 0.7827 5962 Epoch 1/1... Discriminator Loss: 1.3955... Generator Loss: 0.7921 5963 Epoch 1/1... Discriminator Loss: 1.4328... Generator Loss: 0.7434 5964 Epoch 1/1... Discriminator Loss: 1.4246... Generator Loss: 0.7437 5965 Epoch 1/1... Discriminator Loss: 1.3921... Generator Loss: 0.7915 5966 Epoch 1/1... Discriminator Loss: 1.4161... Generator Loss: 0.7993 5967 Epoch 1/1... Discriminator Loss: 1.4115... Generator Loss: 0.7656 5968 Epoch 1/1... Discriminator Loss: 1.4059... Generator Loss: 0.7693 5969 Epoch 1/1... Discriminator Loss: 1.3666... Generator Loss: 0.8013 5970 Epoch 1/1... Discriminator Loss: 1.3575... 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Generator Loss: 0.8110 5985 Epoch 1/1... Discriminator Loss: 1.3959... Generator Loss: 0.7842 5986 Epoch 1/1... Discriminator Loss: 1.3839... Generator Loss: 0.7746 5987 Epoch 1/1... Discriminator Loss: 1.4014... Generator Loss: 0.7696 5988 Epoch 1/1... Discriminator Loss: 1.4184... Generator Loss: 0.7584 5989 Epoch 1/1... Discriminator Loss: 1.4053... Generator Loss: 0.7908 5990 Epoch 1/1... Discriminator Loss: 1.3886... Generator Loss: 0.8186 5991 Epoch 1/1... Discriminator Loss: 1.3759... Generator Loss: 0.7740 5992 Epoch 1/1... Discriminator Loss: 1.4238... Generator Loss: 0.7636 5993 Epoch 1/1... Discriminator Loss: 1.4274... Generator Loss: 0.7669 5994 Epoch 1/1... Discriminator Loss: 1.3640... Generator Loss: 0.8075 5995 Epoch 1/1... Discriminator Loss: 1.4211... Generator Loss: 0.7828 5996 Epoch 1/1... Discriminator Loss: 1.4182... Generator Loss: 0.7659 5997 Epoch 1/1... Discriminator Loss: 1.3829... Generator Loss: 0.7621 5998 Epoch 1/1... Discriminator Loss: 1.4290... 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6101 Epoch 1/1... Discriminator Loss: 1.4225... Generator Loss: 0.7980 6102 Epoch 1/1... Discriminator Loss: 1.4014... Generator Loss: 0.7836 6103 Epoch 1/1... Discriminator Loss: 1.4258... Generator Loss: 0.7723 6104 Epoch 1/1... Discriminator Loss: 1.4287... Generator Loss: 0.7534 6105 Epoch 1/1... Discriminator Loss: 1.4253... Generator Loss: 0.7577 6106 Epoch 1/1... Discriminator Loss: 1.3605... Generator Loss: 0.8025 6107 Epoch 1/1... Discriminator Loss: 1.3852... Generator Loss: 0.7993 6108 Epoch 1/1... Discriminator Loss: 1.3941... Generator Loss: 0.7774 6109 Epoch 1/1... Discriminator Loss: 1.3486... Generator Loss: 0.7522 6110 Epoch 1/1... Discriminator Loss: 1.3596... Generator Loss: 0.7405 6111 Epoch 1/1... Discriminator Loss: 1.3673... Generator Loss: 0.7619 6112 Epoch 1/1... Discriminator Loss: 1.4412... Generator Loss: 0.7805 6113 Epoch 1/1... Discriminator Loss: 1.3831... Generator Loss: 0.8169 6114 Epoch 1/1... Discriminator Loss: 1.4203... Generator Loss: 0.8371 6115 Epoch 1/1... Discriminator Loss: 1.4577... Generator Loss: 0.7988 6116 Epoch 1/1... Discriminator Loss: 1.3865... Generator Loss: 0.8347 6117 Epoch 1/1... Discriminator Loss: 1.4249... Generator Loss: 0.7880 6118 Epoch 1/1... Discriminator Loss: 1.4052... Generator Loss: 0.7644 6119 Epoch 1/1... Discriminator Loss: 1.4189... Generator Loss: 0.7598 6120 Epoch 1/1... Discriminator Loss: 1.4158... Generator Loss: 0.7896 6121 Epoch 1/1... Discriminator Loss: 1.3989... Generator Loss: 0.8090 6122 Epoch 1/1... Discriminator Loss: 1.4082... Generator Loss: 0.7570 6123 Epoch 1/1... Discriminator Loss: 1.3530... Generator Loss: 0.7891 6124 Epoch 1/1... Discriminator Loss: 1.3853... Generator Loss: 0.7578 6125 Epoch 1/1... Discriminator Loss: 1.3985... Generator Loss: 0.7297 6126 Epoch 1/1... Discriminator Loss: 1.4289... Generator Loss: 0.7788 6127 Epoch 1/1... Discriminator Loss: 1.3949... Generator Loss: 0.7943 6128 Epoch 1/1... Discriminator Loss: 1.4088... Generator Loss: 0.7706 6129 Epoch 1/1... Discriminator Loss: 1.4305... Generator Loss: 0.7793 6130 Epoch 1/1... Discriminator Loss: 1.4865... Generator Loss: 0.7213 6131 Epoch 1/1... Discriminator Loss: 1.4510... Generator Loss: 0.7153 6132 Epoch 1/1... Discriminator Loss: 1.4164... Generator Loss: 0.7558 6133 Epoch 1/1... Discriminator Loss: 1.4169... Generator Loss: 0.7567 6134 Epoch 1/1... Discriminator Loss: 1.3913... Generator Loss: 0.7911 6135 Epoch 1/1... Discriminator Loss: 1.4329... Generator Loss: 0.8025 6136 Epoch 1/1... Discriminator Loss: 1.3769... Generator Loss: 0.8116 6137 Epoch 1/1... Discriminator Loss: 1.4205... Generator Loss: 0.7724 6138 Epoch 1/1... Discriminator Loss: 1.4119... Generator Loss: 0.7499 6139 Epoch 1/1... Discriminator Loss: 1.3875... Generator Loss: 0.7598 6140 Epoch 1/1... Discriminator Loss: 1.4078... Generator Loss: 0.7853 6141 Epoch 1/1... Discriminator Loss: 1.3983... Generator Loss: 0.7849 6142 Epoch 1/1... Discriminator Loss: 1.4295... Generator Loss: 0.7594 6143 Epoch 1/1... Discriminator Loss: 1.3809... Generator Loss: 0.8115 6144 Epoch 1/1... Discriminator Loss: 1.3881... Generator Loss: 0.7719 6145 Epoch 1/1... Discriminator Loss: 1.4086... Generator Loss: 0.7267 6146 Epoch 1/1... Discriminator Loss: 1.3891... Generator Loss: 0.7417 6147 Epoch 1/1... Discriminator Loss: 1.3698... Generator Loss: 0.7378 6148 Epoch 1/1... Discriminator Loss: 1.4128... Generator Loss: 0.7613 6149 Epoch 1/1... Discriminator Loss: 1.4477... Generator Loss: 0.7936 6150 Epoch 1/1... Discriminator Loss: 1.4259... Generator Loss: 0.8206 6151 Epoch 1/1... Discriminator Loss: 1.4326... Generator Loss: 0.8288 6152 Epoch 1/1... Discriminator Loss: 1.4119... Generator Loss: 0.8076 6153 Epoch 1/1... Discriminator Loss: 1.4281... Generator Loss: 0.7837 6154 Epoch 1/1... Discriminator Loss: 1.4195... Generator Loss: 0.7622 6155 Epoch 1/1... Discriminator Loss: 1.4224... Generator Loss: 0.7744 6156 Epoch 1/1... Discriminator Loss: 1.4237... Generator Loss: 0.7861 6157 Epoch 1/1... Discriminator Loss: 1.4036... Generator Loss: 0.7752 6158 Epoch 1/1... Discriminator Loss: 1.3484... Generator Loss: 0.7962 6159 Epoch 1/1... Discriminator Loss: 1.3700... Generator Loss: 0.8073 6160 Epoch 1/1... Discriminator Loss: 1.4290... Generator Loss: 0.7555 6161 Epoch 1/1... Discriminator Loss: 1.4040... Generator Loss: 0.7641 6162 Epoch 1/1... Discriminator Loss: 1.3972... Generator Loss: 0.7867 6163 Epoch 1/1... Discriminator Loss: 1.4233... Generator Loss: 0.7637 6164 Epoch 1/1... Discriminator Loss: 1.4003... Generator Loss: 0.8147 6165 Epoch 1/1... Discriminator Loss: 1.3996... Generator Loss: 0.8397 6166 Epoch 1/1... Discriminator Loss: 1.4315... Generator Loss: 0.7742 6167 Epoch 1/1... Discriminator Loss: 1.4348... Generator Loss: 0.7480 6168 Epoch 1/1... Discriminator Loss: 1.4242... Generator Loss: 0.7125 6169 Epoch 1/1... Discriminator Loss: 1.3962... Generator Loss: 0.7434 6170 Epoch 1/1... Discriminator Loss: 1.4034... Generator Loss: 0.7690 6171 Epoch 1/1... Discriminator Loss: 1.3898... Generator Loss: 0.8034 6172 Epoch 1/1... Discriminator Loss: 1.4039... Generator Loss: 0.7877 6173 Epoch 1/1... Discriminator Loss: 1.3827... Generator Loss: 0.7817 6174 Epoch 1/1... Discriminator Loss: 1.3820... Generator Loss: 0.7723 6175 Epoch 1/1... Discriminator Loss: 1.3692... Generator Loss: 0.7680 6176 Epoch 1/1... Discriminator Loss: 1.3754... Generator Loss: 0.7798 6177 Epoch 1/1... Discriminator Loss: 1.3958... Generator Loss: 0.7728 6178 Epoch 1/1... Discriminator Loss: 1.3737... Generator Loss: 0.7803 6179 Epoch 1/1... Discriminator Loss: 1.4096... Generator Loss: 0.8053 6180 Epoch 1/1... Discriminator Loss: 1.4326... Generator Loss: 0.7871 6181 Epoch 1/1... Discriminator Loss: 1.3812... Generator Loss: 0.7675 6182 Epoch 1/1... Discriminator Loss: 1.4553... Generator Loss: 0.7358 6183 Epoch 1/1... Discriminator Loss: 1.4159... Generator Loss: 0.7528 6184 Epoch 1/1... Discriminator Loss: 1.4000... Generator Loss: 0.7806 6185 Epoch 1/1... Discriminator Loss: 1.4270... Generator Loss: 0.7871 6186 Epoch 1/1... Discriminator Loss: 1.4112... Generator Loss: 0.8208 6187 Epoch 1/1... Discriminator Loss: 1.3929... Generator Loss: 0.8229 6188 Epoch 1/1... Discriminator Loss: 1.3595... Generator Loss: 0.8051 6189 Epoch 1/1... Discriminator Loss: 1.3624... Generator Loss: 0.7744 6190 Epoch 1/1... Discriminator Loss: 1.3860... Generator Loss: 0.7344 6191 Epoch 1/1... Discriminator Loss: 1.3945... Generator Loss: 0.7499 6192 Epoch 1/1... Discriminator Loss: 1.3562... Generator Loss: 0.7895 6193 Epoch 1/1... Discriminator Loss: 1.4159... Generator Loss: 0.7710 6194 Epoch 1/1... Discriminator Loss: 1.3957... Generator Loss: 0.7790 6195 Epoch 1/1... Discriminator Loss: 1.4088... Generator Loss: 0.7915 6196 Epoch 1/1... Discriminator Loss: 1.4332... Generator Loss: 0.7539 6197 Epoch 1/1... Discriminator Loss: 1.4158... Generator Loss: 0.7624 6198 Epoch 1/1... Discriminator Loss: 1.4046... 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6201 Epoch 1/1... Discriminator Loss: 1.4264... Generator Loss: 0.7763 6202 Epoch 1/1... Discriminator Loss: 1.4002... Generator Loss: 0.7769 6203 Epoch 1/1... Discriminator Loss: 1.3871... Generator Loss: 0.7849 6204 Epoch 1/1... Discriminator Loss: 1.4134... Generator Loss: 0.7615 6205 Epoch 1/1... Discriminator Loss: 1.3955... Generator Loss: 0.7787 6206 Epoch 1/1... Discriminator Loss: 1.3769... Generator Loss: 0.8350 6207 Epoch 1/1... Discriminator Loss: 1.3792... Generator Loss: 0.8251 6208 Epoch 1/1... Discriminator Loss: 1.3983... Generator Loss: 0.7754 6209 Epoch 1/1... Discriminator Loss: 1.4060... Generator Loss: 0.7990 6210 Epoch 1/1... Discriminator Loss: 1.3914... Generator Loss: 0.7894 6211 Epoch 1/1... Discriminator Loss: 1.3698... Generator Loss: 0.7838 6212 Epoch 1/1... Discriminator Loss: 1.4341... Generator Loss: 0.7369 6213 Epoch 1/1... Discriminator Loss: 1.4029... Generator Loss: 0.7331 6214 Epoch 1/1... Discriminator Loss: 1.4315... Generator Loss: 0.7399 6215 Epoch 1/1... Discriminator Loss: 1.4411... Generator Loss: 0.7262 6216 Epoch 1/1... Discriminator Loss: 1.4265... Generator Loss: 0.7387 6217 Epoch 1/1... Discriminator Loss: 1.4439... Generator Loss: 0.7533 6218 Epoch 1/1... Discriminator Loss: 1.4087... Generator Loss: 0.7765 6219 Epoch 1/1... Discriminator Loss: 1.3942... Generator Loss: 0.8314 6220 Epoch 1/1... Discriminator Loss: 1.3712... Generator Loss: 0.8799 6221 Epoch 1/1... Discriminator Loss: 1.3824... Generator Loss: 0.8400 6222 Epoch 1/1... Discriminator Loss: 1.3717... Generator Loss: 0.8117 6223 Epoch 1/1... Discriminator Loss: 1.3686... Generator Loss: 0.8147 6224 Epoch 1/1... Discriminator Loss: 1.4011... Generator Loss: 0.7550 6225 Epoch 1/1... Discriminator Loss: 1.3811... Generator Loss: 0.7554 6226 Epoch 1/1... Discriminator Loss: 1.3715... Generator Loss: 0.7890 6227 Epoch 1/1... Discriminator Loss: 1.3992... Generator Loss: 0.8208 6228 Epoch 1/1... Discriminator Loss: 1.3954... Generator Loss: 0.8015 6229 Epoch 1/1... Discriminator Loss: 1.4041... Generator Loss: 0.7802 6230 Epoch 1/1... Discriminator Loss: 1.3862... Generator Loss: 0.7926 6231 Epoch 1/1... Discriminator Loss: 1.4102... Generator Loss: 0.7686 6232 Epoch 1/1... Discriminator Loss: 1.3857... Generator Loss: 0.7699 6233 Epoch 1/1... Discriminator Loss: 1.3984... Generator Loss: 0.7712 6234 Epoch 1/1... Discriminator Loss: 1.3905... Generator Loss: 0.7718 6235 Epoch 1/1... Discriminator Loss: 1.4205... Generator Loss: 0.7397 6236 Epoch 1/1... Discriminator Loss: 1.4060... Generator Loss: 0.7486 6237 Epoch 1/1... Discriminator Loss: 1.4057... Generator Loss: 0.8086 6238 Epoch 1/1... Discriminator Loss: 1.3946... Generator Loss: 0.8400 6239 Epoch 1/1... Discriminator Loss: 1.4010... Generator Loss: 0.8319 6240 Epoch 1/1... Discriminator Loss: 1.3805... Generator Loss: 0.8071 6241 Epoch 1/1... Discriminator Loss: 1.4185... Generator Loss: 0.7651 6242 Epoch 1/1... Discriminator Loss: 1.3742... Generator Loss: 0.7944 6243 Epoch 1/1... Discriminator Loss: 1.4141... Generator Loss: 0.7892 6244 Epoch 1/1... Discriminator Loss: 1.3933... Generator Loss: 0.7861 6245 Epoch 1/1... Discriminator Loss: 1.3863... Generator Loss: 0.7829 6246 Epoch 1/1... Discriminator Loss: 1.4132... Generator Loss: 0.7482 6247 Epoch 1/1... Discriminator Loss: 1.4218... Generator Loss: 0.7345 6248 Epoch 1/1... Discriminator Loss: 1.4108... Generator Loss: 0.7381 6249 Epoch 1/1... Discriminator Loss: 1.4357... Generator Loss: 0.7250 6250 Epoch 1/1... Discriminator Loss: 1.3595... Generator Loss: 0.7667 6251 Epoch 1/1... Discriminator Loss: 1.3925... Generator Loss: 0.8078 6252 Epoch 1/1... Discriminator Loss: 1.4022... Generator Loss: 0.7871 6253 Epoch 1/1... Discriminator Loss: 1.4019... Generator Loss: 0.8091 6254 Epoch 1/1... Discriminator Loss: 1.3762... Generator Loss: 0.7749 6255 Epoch 1/1... Discriminator Loss: 1.3970... Generator Loss: 0.7895 6256 Epoch 1/1... Discriminator Loss: 1.3567... Generator Loss: 0.8270 6257 Epoch 1/1... Discriminator Loss: 1.3636... Generator Loss: 0.8338 6258 Epoch 1/1... Discriminator Loss: 1.3756... Generator Loss: 0.8139 6259 Epoch 1/1... Discriminator Loss: 1.3849... Generator Loss: 0.7859 6260 Epoch 1/1... Discriminator Loss: 1.3699... Generator Loss: 0.8041 6261 Epoch 1/1... Discriminator Loss: 1.4327... Generator Loss: 0.7818 6262 Epoch 1/1... Discriminator Loss: 1.3846... Generator Loss: 0.7971 6263 Epoch 1/1... Discriminator Loss: 1.4063... Generator Loss: 0.7708 6264 Epoch 1/1... Discriminator Loss: 1.4170... Generator Loss: 0.7545 6265 Epoch 1/1... Discriminator Loss: 1.3986... Generator Loss: 0.7555 6266 Epoch 1/1... Discriminator Loss: 1.4045... Generator Loss: 0.7677 6267 Epoch 1/1... Discriminator Loss: 1.3809... Generator Loss: 0.7806 6268 Epoch 1/1... Discriminator Loss: 1.3927... Generator Loss: 0.7905 6269 Epoch 1/1... Discriminator Loss: 1.4023... Generator Loss: 0.7823 6270 Epoch 1/1... Discriminator Loss: 1.3833... 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6301 Epoch 1/1... Discriminator Loss: 1.3890... Generator Loss: 0.7491 6302 Epoch 1/1... Discriminator Loss: 1.4240... Generator Loss: 0.7404 6303 Epoch 1/1... Discriminator Loss: 1.4024... Generator Loss: 0.7722 6304 Epoch 1/1... Discriminator Loss: 1.4343... Generator Loss: 0.7835 6305 Epoch 1/1... Discriminator Loss: 1.4374... Generator Loss: 0.7483 6306 Epoch 1/1... Discriminator Loss: 1.4468... Generator Loss: 0.7696 6307 Epoch 1/1... Discriminator Loss: 1.4056... Generator Loss: 0.7988 6308 Epoch 1/1... Discriminator Loss: 1.4185... Generator Loss: 0.7658 6309 Epoch 1/1... Discriminator Loss: 1.3830... Generator Loss: 0.7665 6310 Epoch 1/1... Discriminator Loss: 1.3665... Generator Loss: 0.7504 6311 Epoch 1/1... Discriminator Loss: 1.3742... Generator Loss: 0.7733 6312 Epoch 1/1... Discriminator Loss: 1.3508... Generator Loss: 0.8183 6313 Epoch 1/1... Discriminator Loss: 1.3839... Generator Loss: 0.8018 6314 Epoch 1/1... Discriminator Loss: 1.4273... Generator Loss: 0.7653 6315 Epoch 1/1... Discriminator Loss: 1.3952... Generator Loss: 0.7237 6316 Epoch 1/1... Discriminator Loss: 1.4158... Generator Loss: 0.7271 6317 Epoch 1/1... Discriminator Loss: 1.4228... Generator Loss: 0.7798 6318 Epoch 1/1... Discriminator Loss: 1.4106... Generator Loss: 0.8608 6319 Epoch 1/1... Discriminator Loss: 1.3706... Generator Loss: 0.8604 6320 Epoch 1/1... Discriminator Loss: 1.3695... Generator Loss: 0.7968 6321 Epoch 1/1... Discriminator Loss: 1.3824... Generator Loss: 0.7314 6322 Epoch 1/1... Discriminator Loss: 1.4148... Generator Loss: 0.7405 6323 Epoch 1/1... Discriminator Loss: 1.4310... Generator Loss: 0.7667 6324 Epoch 1/1... Discriminator Loss: 1.4649... Generator Loss: 0.7600 6325 Epoch 1/1... Discriminator Loss: 1.4109... Generator Loss: 0.7849 6326 Epoch 1/1... Discriminator Loss: 1.3608... Generator Loss: 0.7683 6327 Epoch 1/1... Discriminator Loss: 1.3965... Generator Loss: 0.7541 6328 Epoch 1/1... Discriminator Loss: 1.3974... Generator Loss: 0.7544 6329 Epoch 1/1... Discriminator Loss: 1.4455... Generator Loss: 0.7360 6330 Epoch 1/1... Discriminator Loss: 1.4795... Generator Loss: 0.7429
When submitting this project, make sure to run all the cells before saving the notebook. Save the notebook file as "dlnd_face_generation.ipynb" and save it as a HTML file under "File" -> "Download as". Include the "helper.py" and "problem_unittests.py" files in your submission.